schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0483581",
"timestamp": "2026-04-07T00:19:41Z",
"trace_id": "b1ce2b97-8160-46ed-bee1-ac16caf505ee",
"weighted_score": 69.45
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 168,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.578,
"latency_ms": 171,
"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-07T00:19:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5389
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1446138",
"timestamp": "2026-04-18T03:42:18Z",
"trace_id": "29a84c56-943d-4456-a551-3d219b1383a9",
"weighted_score": 14.08
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 722,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.173,
"latency_ms": 12,
"node_provider": "CrowdStrike",
"noise_level_db": 47
},
"timestamp": "2026-04-18T03:42:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 9915
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0518773",
"timestamp": "2026-04-07T10:06:13Z",
"trace_id": "bff59711-e123-4b14-b0ae-caa6b1ec4680",
"weighted_score": 66.77
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.438,
"latency_ms": 378,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-07T10:06:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9419
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0312778",
"timestamp": "2026-04-05T00:52:58Z",
"trace_id": "0efed524-9639-47e9-a0da-0f14f4bc5bef",
"weighted_score": 85.44
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 691,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.756,
"latency_ms": 87,
"node_provider": "Local_Syslog",
"noise_level_db": 73
},
"timestamp": "2026-04-05T00:52:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 7384
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2354576",
"timestamp": "2026-04-28T16:02:56Z",
"trace_id": "dd325c2a-a7ec-476b-a0cb-96273c4ae75a",
"weighted_score": 30.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.762,
"engine": "nemesis_planner",
"mcts_branches": 835,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.479,
"latency_ms": 354,
"node_provider": "Local_Syslog",
"noise_level_db": 53
},
"timestamp": "2026-04-28T16:02:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 7926
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2068196",
"timestamp": "2026-04-25T08:29:56Z",
"trace_id": "ac3236c9-245b-4566-8e1a-1ea3611ef151",
"weighted_score": 14.81
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 438,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.134,
"latency_ms": 227,
"node_provider": "Local_Syslog",
"noise_level_db": 58
},
"timestamp": "2026-04-25T08:29:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 3977
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0210234",
"timestamp": "2026-04-03T20:23:54Z",
"trace_id": "ed4e61a7-ae85-4a0d-b78a-d2cd612e5908",
"weighted_score": 48.23
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.959,
"engine": "nemesis_planner",
"mcts_branches": 292,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.58,
"latency_ms": 402,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-03T20:23:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 4799
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0781139",
"timestamp": "2026-04-10T10:58:59Z",
"trace_id": "d0fabc89-f597-4f56-8137-14d67cd3f868",
"weighted_score": 80.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 885,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.909,
"latency_ms": 440,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-10T10:58:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 1881
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0479032",
"timestamp": "2026-04-06T23:03:52Z",
"trace_id": "a5705580-3d9c-44c8-accb-69d6464835bb",
"weighted_score": 77.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 186,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.7,
"latency_ms": 416,
"node_provider": "CloudTrail",
"noise_level_db": 29
},
"timestamp": "2026-04-06T23:03:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"component... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 8612
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1844876",
"timestamp": "2026-04-22T18:27:56Z",
"trace_id": "dfebb59b-c96b-4d54-8575-c145130b2d1b",
"weighted_score": 93.21
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.445,
"latency_ms": 293,
"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-22T18:27:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2852
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0626825",
"timestamp": "2026-04-08T16:07:05Z",
"trace_id": "fa947684-9067-4f3a-94d0-ee5e81ee5426",
"weighted_score": 77.56
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.382,
"latency_ms": 329,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-08T16:07:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 9216
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0785573",
"timestamp": "2026-04-10T12:12:53Z",
"trace_id": "d269baf9-2adc-46aa-b4a6-934cacc00be9",
"weighted_score": 37.49
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.943,
"engine": "nemesis_planner",
"mcts_branches": 431,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.512,
"latency_ms": 180,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-10T12:12:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 3927
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0384765",
"timestamp": "2026-04-05T20:52:45Z",
"trace_id": "948fe96b-52fb-4352-a62d-ab3a3be6eebf",
"weighted_score": 40.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 976,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.862,
"latency_ms": 23,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-05T20:52:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 8708
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0707154",
"timestamp": "2026-04-09T14:25:54Z",
"trace_id": "ffa0a4e3-3574-4e22-b310-b1f99f6b43aa",
"weighted_score": 52.12
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 715,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.907,
"latency_ms": 65,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-09T14:25:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 1607
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0984345",
"timestamp": "2026-04-12T19:25:45Z",
"trace_id": "5031ef88-22a5-4c4f-abbd-6359efdf061b",
"weighted_score": 68.14
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 361,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.556,
"latency_ms": 360,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-12T19:25:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 7206
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1793358",
"timestamp": "2026-04-22T04:09:18Z",
"trace_id": "f13b50f2-aab5-435c-bee5-afd8e3633695",
"weighted_score": 40.41
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 842,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.699,
"latency_ms": 66,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-22T04:09:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7746
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1600469",
"timestamp": "2026-04-19T22:34:29Z",
"trace_id": "6e89615b-0026-49d3-9486-5ead1f942d24",
"weighted_score": 97.75
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.796,
"engine": "nemesis_planner",
"mcts_branches": 988,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.629,
"latency_ms": 353,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-19T22:34:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 3183
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0368341",
"timestamp": "2026-04-05T16:19:01Z",
"trace_id": "f710fa4d-621e-4ddc-9372-5f116aee0342",
"weighted_score": 85.17
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 882,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.274,
"latency_ms": 108,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-05T16:19:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 3746
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0490673",
"timestamp": "2026-04-07T02:17:53Z",
"trace_id": "7cb5f211-bf29-4bc6-8b8a-a896a9251366",
"weighted_score": 37.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 950,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.47,
"latency_ms": 125,
"node_provider": "CrowdStrike",
"noise_level_db": 77
},
"timestamp": "2026-04-07T02:17:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 5869
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1325275",
"timestamp": "2026-04-16T18:07:55Z",
"trace_id": "7d72b5c3-22f7-405f-8977-cdbab41c8103",
"weighted_score": 45.26
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 513,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.986,
"latency_ms": 278,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-16T18:07:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 8610
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2029243",
"timestamp": "2026-04-24T21:40:43Z",
"trace_id": "77a4df58-687c-428b-9b90-5acbb4ca6d7d",
"weighted_score": 11.76
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 741,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.697,
"latency_ms": 84,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-24T21:40:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 6991
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1103803",
"timestamp": "2026-04-14T04:36:43Z",
"trace_id": "6165768e-b498-4c60-88e2-724914464c73",
"weighted_score": 96.68
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 367,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.356,
"latency_ms": 100,
"node_provider": "Azure_Sentinel",
"noise_level_db": 72
},
"timestamp": "2026-04-14T04:36:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 8654
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0067686",
"timestamp": "2026-04-02T04:48:06Z",
"trace_id": "a36ded01-65ef-48ea-9033-40ea50278e9b",
"weighted_score": 83.45
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 141,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 407,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-02T04:48:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 4149
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1427484",
"timestamp": "2026-04-17T22:31:24Z",
"trace_id": "6d0b0059-e5cb-43c0-9303-d17201426efa",
"weighted_score": 10.36
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.738,
"engine": "nemesis_planner",
"mcts_branches": 313,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.175,
"latency_ms": 151,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-17T22:31:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 9913
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1239943",
"timestamp": "2026-04-15T18:25:43Z",
"trace_id": "b6df5bba-b07d-4539-af14-384217db46bd",
"weighted_score": 89.99
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 776,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.125,
"latency_ms": 333,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-15T18:25:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 1150
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0481022",
"timestamp": "2026-04-06T23:37:02Z",
"trace_id": "12dde617-053b-4f4f-90ae-ff1d60892ca9",
"weighted_score": 90.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 740,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.317,
"latency_ms": 268,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-06T23:37:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 7760
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2167215",
"timestamp": "2026-04-26T12:00:15Z",
"trace_id": "67e74617-1ea3-4ac4-94b5-25f1b7b2204a",
"weighted_score": 66.57
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 928,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.617,
"latency_ms": 34,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-26T12:00:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 5398
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0558083",
"timestamp": "2026-04-07T21:01:23Z",
"trace_id": "bc2eb3e9-5dde-48aa-9c48-d64b18207260",
"weighted_score": 49.97
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 440,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.762,
"latency_ms": 254,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-07T21:01:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 8840
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2066358",
"timestamp": "2026-04-25T07:59:18Z",
"trace_id": "e7c2d275-35b7-4c68-9c5a-c6b9f135fdb8",
"weighted_score": 85.97
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 111,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.49,
"latency_ms": 219,
"node_provider": "CrowdStrike",
"noise_level_db": 67
},
"timestamp": "2026-04-25T07:59:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4856
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1645273",
"timestamp": "2026-04-20T11:01:13Z",
"trace_id": "e5a197be-dea1-46d3-9406-da9cfbf23ceb",
"weighted_score": 83.15
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 241,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.131,
"latency_ms": 14,
"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-20T11:01:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 7061
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1696266",
"timestamp": "2026-04-21T01:11:06Z",
"trace_id": "ab6fcd41-37e1-454d-a40a-dd643056ae1f",
"weighted_score": 17.78
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.899,
"engine": "nemesis_planner",
"mcts_branches": 311,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.331,
"latency_ms": 432,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-21T01:11:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 4323
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0689644",
"timestamp": "2026-04-09T09:34:04Z",
"trace_id": "dcdf1172-9620-416c-8c0a-60026975b172",
"weighted_score": 46.02
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.946,
"latency_ms": 392,
"node_provider": "Azure_Sentinel",
"noise_level_db": 25
},
"timestamp": "2026-04-09T09:34:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 9034
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1877697",
"timestamp": "2026-04-23T03:34:57Z",
"trace_id": "9f05ff44-9ca3-4933-a9a5-d148be9f5c77",
"weighted_score": 16.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 336,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.459,
"latency_ms": 370,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-23T03:34:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 1805
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0722079",
"timestamp": "2026-04-09T18:34:39Z",
"trace_id": "19163da4-f7da-4e7b-b4e0-d2cbfb87ae5d",
"weighted_score": 25.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 229,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.322,
"latency_ms": 152,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-09T18:34:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 6398
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0891959",
"timestamp": "2026-04-11T17:45:59Z",
"trace_id": "da23fbc1-38f3-43c2-bdd4-7ce9f059b482",
"weighted_score": 65.29
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.814,
"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.783,
"latency_ms": 448,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-11T17:45:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9963
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1426563",
"timestamp": "2026-04-17T22:16:03Z",
"trace_id": "fff6ca0f-e2d0-4564-9fe7-fba4c6005d00",
"weighted_score": 32.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.98,
"engine": "nemesis_planner",
"mcts_branches": 728,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.106,
"latency_ms": 481,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-17T22:16:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6124
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0048252",
"timestamp": "2026-04-01T23:24:12Z",
"trace_id": "88ee576b-dda1-40f0-951d-f65480c26035",
"weighted_score": 27.99
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 360,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.855,
"latency_ms": 355,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-01T23:24:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 6466
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2114424",
"timestamp": "2026-04-25T21:20:24Z",
"trace_id": "8663fe3e-9671-4ef6-8eee-d3ba4a0eab58",
"weighted_score": 57.79
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 921,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.542,
"latency_ms": 94,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-25T21:20:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 2590
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1637184",
"timestamp": "2026-04-20T08:46:24Z",
"trace_id": "9f7fa238-e0b2-4d06-9175-7c6ccf85f7ab",
"weighted_score": 34.17
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.79,
"latency_ms": 92,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-20T08:46:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1155
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1271844",
"timestamp": "2026-04-16T03:17:24Z",
"trace_id": "53a0eb0c-90d7-4d5f-ab92-5668e5ea22ce",
"weighted_score": 70.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.73,
"latency_ms": 223,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-16T03:17:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 1547
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0130316",
"timestamp": "2026-04-02T22:11:56Z",
"trace_id": "575d8313-8e0e-4b5b-a8a7-4cbbfda8e4c8",
"weighted_score": 15.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 157,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.764,
"latency_ms": 494,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-02T22:11:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 9794
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2130914",
"timestamp": "2026-04-26T01:55:14Z",
"trace_id": "1e0aff34-258c-4703-92a6-5ee66325c2f3",
"weighted_score": 57.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.776,
"engine": "nemesis_planner",
"mcts_branches": 968,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.231,
"latency_ms": 272,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-26T01:55:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 9443
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1338969",
"timestamp": "2026-04-16T21:56:09Z",
"trace_id": "2caadce4-16b3-4eaa-96c9-631d2587d3b8",
"weighted_score": 93.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 299,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.757,
"latency_ms": 20,
"node_provider": "CrowdStrike",
"noise_level_db": 16
},
"timestamp": "2026-04-16T21:56:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8667
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0617448",
"timestamp": "2026-04-08T13:30:48Z",
"trace_id": "dfaeb7bc-d4d1-47db-9d31-df3ec452b660",
"weighted_score": 96.51
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 203,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.341,
"latency_ms": 399,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-08T13:30:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8374
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2026341",
"timestamp": "2026-04-24T20:52:21Z",
"trace_id": "8b2b522c-7dce-4764-b1ca-9fd854cd9a34",
"weighted_score": 63.33
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 241,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.683,
"latency_ms": 393,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-24T20:52:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 3061
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1815777",
"timestamp": "2026-04-22T10:22:57Z",
"trace_id": "432c1ec4-fc83-4862-9672-0d66d4db75dc",
"weighted_score": 23.71
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 934,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.862,
"latency_ms": 192,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-22T10:22:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 3631
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1124928",
"timestamp": "2026-04-14T10:28:48Z",
"trace_id": "6858f48c-6bd9-4705-81b7-b554b3ad9c06",
"weighted_score": 73.08
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.925,
"latency_ms": 177,
"node_provider": "CloudTrail",
"noise_level_db": 51
},
"timestamp": "2026-04-14T10:28:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 3157
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1494772",
"timestamp": "2026-04-18T17:12:52Z",
"trace_id": "8d69218e-b12a-4790-b1c0-853853167111",
"weighted_score": 33.98
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 807,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.229,
"latency_ms": 317,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-18T17:12:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 5747
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1093327",
"timestamp": "2026-04-14T01:42:07Z",
"trace_id": "583f36c3-5e50-4288-ac79-157793472211",
"weighted_score": 40.33
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 171,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.152,
"latency_ms": 451,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-14T01:42:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 2844
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0093246",
"timestamp": "2026-04-02T11:54:06Z",
"trace_id": "efc24af7-088f-41ff-b0a7-fa042c1efa7b",
"weighted_score": 89.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 268,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.527,
"latency_ms": 317,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-02T11:54:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 7615
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1271425",
"timestamp": "2026-04-16T03:10:25Z",
"trace_id": "a68771c0-08da-470f-9855-2a7632b02ebe",
"weighted_score": 37.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 238,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.825,
"latency_ms": 10,
"node_provider": "CrowdStrike",
"noise_level_db": 72
},
"timestamp": "2026-04-16T03:10:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 8347
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2297327",
"timestamp": "2026-04-28T00:08:47Z",
"trace_id": "63dff9a2-6587-4baf-9791-ad471e125efa",
"weighted_score": 29.18
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 277,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.403,
"latency_ms": 465,
"node_provider": "Azure_Sentinel",
"noise_level_db": 63
},
"timestamp": "2026-04-28T00:08:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 8328
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2082907",
"timestamp": "2026-04-25T12:35:07Z",
"trace_id": "aa07324c-05f1-4805-aacf-8271352008df",
"weighted_score": 99.56
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 831,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.614,
"latency_ms": 432,
"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-25T12:35:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6354
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1751733",
"timestamp": "2026-04-21T16:35:33Z",
"trace_id": "d33634f2-6909-4312-adbf-f2f160c7dadd",
"weighted_score": 16.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 554,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.804,
"latency_ms": 132,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-21T16:35:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 5254
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1033831",
"timestamp": "2026-04-13T09:10:31Z",
"trace_id": "831d0c9b-a0c9-4d8d-a697-e5107e446f9b",
"weighted_score": 42.59
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.776,
"engine": "nemesis_planner",
"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.317,
"latency_ms": 203,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-13T09:10:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 5565
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2056927",
"timestamp": "2026-04-25T05:22:07Z",
"trace_id": "a38cbf7f-a484-4774-a0d8-f7b5b82e07e2",
"weighted_score": 70.15
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 553,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.523,
"latency_ms": 303,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-25T05:22:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 3180
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1944422",
"timestamp": "2026-04-23T22:07:02Z",
"trace_id": "0dde66c2-4713-4df5-a0b8-84a8ce03734d",
"weighted_score": 38.44
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 347,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.695,
"latency_ms": 444,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-23T22:07:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1172
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1190801",
"timestamp": "2026-04-15T04:46:41Z",
"trace_id": "fd80744b-de64-42c0-8cf5-d9caebe29cb1",
"weighted_score": 42.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.959,
"engine": "nemesis_planner",
"mcts_branches": 738,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.884,
"latency_ms": 208,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-15T04:46:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6794
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0637662",
"timestamp": "2026-04-08T19:07:42Z",
"trace_id": "3c83383b-040a-4858-bce7-3e8a7fb81f66",
"weighted_score": 34.78
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.908,
"engine": "nemesis_planner",
"mcts_branches": 164,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.808,
"latency_ms": 146,
"node_provider": "Azure_Sentinel",
"noise_level_db": 14
},
"timestamp": "2026-04-08T19:07:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 6573
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1261176",
"timestamp": "2026-04-16T00:19:36Z",
"trace_id": "40ec05e8-5d02-408e-bfff-56f2320b6474",
"weighted_score": 95.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 994,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.103,
"latency_ms": 53,
"node_provider": "Local_Syslog",
"noise_level_db": 24
},
"timestamp": "2026-04-16T00:19:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 3680
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1477682",
"timestamp": "2026-04-18T12:28:02Z",
"trace_id": "e94b7087-3b32-4901-8d00-7496a401d21c",
"weighted_score": 40.5
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.743,
"latency_ms": 113,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-18T12:28:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 7639
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0346459",
"timestamp": "2026-04-05T10:14:19Z",
"trace_id": "6604d477-83c2-420e-a116-22ab7733e2b6",
"weighted_score": 42.66
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.723,
"engine": "nemesis_planner",
"mcts_branches": 150,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.493,
"latency_ms": 457,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-05T10:14:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2891
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1480724",
"timestamp": "2026-04-18T13:18:44Z",
"trace_id": "b511c8f5-45ec-4258-93bb-5e4a058bfc26",
"weighted_score": 92.22
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.908,
"engine": "nemesis_planner",
"mcts_branches": 548,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.722,
"latency_ms": 83,
"node_provider": "Local_Syslog",
"noise_level_db": 25
},
"timestamp": "2026-04-18T13:18:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9276
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1979470",
"timestamp": "2026-04-24T07:51:10Z",
"trace_id": "01504516-2577-4ebf-8329-1ee51abf69f5",
"weighted_score": 99.67
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.628,
"latency_ms": 175,
"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-24T07:51:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3701
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0117595",
"timestamp": "2026-04-02T18:39:55Z",
"trace_id": "8ef4b201-d8ec-4b00-938f-15253f10a2d5",
"weighted_score": 51.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.723,
"engine": "nemesis_planner",
"mcts_branches": 942,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.975,
"latency_ms": 76,
"node_provider": "CloudTrail",
"noise_level_db": 26
},
"timestamp": "2026-04-02T18:39:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3597
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2132002",
"timestamp": "2026-04-26T02:13:22Z",
"trace_id": "6c61622f-d6cc-4aae-a431-e86ae9f7ea09",
"weighted_score": 81.32
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 239,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.765,
"latency_ms": 170,
"node_provider": "CrowdStrike",
"noise_level_db": 30
},
"timestamp": "2026-04-26T02:13:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9382
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0741782",
"timestamp": "2026-04-10T00:03:02Z",
"trace_id": "d4e03baa-42f8-4952-9517-c91c1c2d5754",
"weighted_score": 29.74
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 554,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.681,
"latency_ms": 345,
"node_provider": "CloudTrail",
"noise_level_db": 20
},
"timestamp": "2026-04-10T00:03:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 7066
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0476498",
"timestamp": "2026-04-06T22:21:38Z",
"trace_id": "a0524b33-99f9-45a3-8c3c-f59cc21846f6",
"weighted_score": 67.11
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 169,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.932,
"latency_ms": 223,
"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-06T22:21:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 1677
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0950980",
"timestamp": "2026-04-12T10:09:40Z",
"trace_id": "196f0003-605d-4ebc-a380-e3670038c516",
"weighted_score": 97.48
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 939,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.481,
"latency_ms": 22,
"node_provider": "CrowdStrike",
"noise_level_db": 53
},
"timestamp": "2026-04-12T10:09:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 2521
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1368936",
"timestamp": "2026-04-17T06:15:36Z",
"trace_id": "b9686ba6-ffc4-4556-8264-5c623c2f0123",
"weighted_score": 25.41
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 932,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.602,
"latency_ms": 162,
"node_provider": "CrowdStrike",
"noise_level_db": 32
},
"timestamp": "2026-04-17T06:15:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 3808
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2108329",
"timestamp": "2026-04-25T19:38:49Z",
"trace_id": "d4e22ae4-e963-4fa9-b28a-d71608bc194c",
"weighted_score": 76.4
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 753,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.227,
"latency_ms": 139,
"node_provider": "Azure_Sentinel",
"noise_level_db": 53
},
"timestamp": "2026-04-25T19:38:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 9769
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2384402",
"timestamp": "2026-04-29T00:20:02Z",
"trace_id": "d12b6758-17ef-4cc5-918e-e662e926de62",
"weighted_score": 96
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 127,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.117,
"latency_ms": 23,
"node_provider": "Azure_Sentinel",
"noise_level_db": 25
},
"timestamp": "2026-04-29T00:20:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 2563
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0436265",
"timestamp": "2026-04-06T11:11:05Z",
"trace_id": "1f21a46c-0f5a-4fe0-9f58-dc4deaf9040a",
"weighted_score": 54.79
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 904,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.22,
"latency_ms": 95,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-06T11:11:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NEM... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3025
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1363523",
"timestamp": "2026-04-17T04:45:23Z",
"trace_id": "9f8c2d9d-fd75-4f05-ac20-e044876418bc",
"weighted_score": 20.67
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 923,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.445,
"latency_ms": 310,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-17T04:45:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8349
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1142090",
"timestamp": "2026-04-14T15:14:50Z",
"trace_id": "10c9add3-5c0f-4045-b0c5-f38057418f84",
"weighted_score": 32.21
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.896,
"engine": "nemesis_planner",
"mcts_branches": 495,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.937,
"latency_ms": 216,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-14T15:14:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4673
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0987086",
"timestamp": "2026-04-12T20:11:26Z",
"trace_id": "56099834-9021-49f1-83d1-6ccf90ea107f",
"weighted_score": 49.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 801,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.249,
"latency_ms": 419,
"node_provider": "CrowdStrike",
"noise_level_db": 12
},
"timestamp": "2026-04-12T20:11:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 5539
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2222247",
"timestamp": "2026-04-27T03:17:27Z",
"trace_id": "f31d75e9-076a-49e4-81cf-796f16656f40",
"weighted_score": 94.6
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 776,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.696,
"latency_ms": 343,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-27T03:17:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 5946
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1313076",
"timestamp": "2026-04-16T14:44:36Z",
"trace_id": "e5f93b1f-191f-4903-b2ee-4cf581492c47",
"weighted_score": 45.1
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 148,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.503,
"latency_ms": 29,
"node_provider": "Local_Syslog",
"noise_level_db": 76
},
"timestamp": "2026-04-16T14:44:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 1319
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1603650",
"timestamp": "2026-04-19T23:27:30Z",
"trace_id": "c49cb1df-9532-449e-bdf1-8e5534446db3",
"weighted_score": 66.33
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 321,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.309,
"latency_ms": 473,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-19T23:27:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 4306
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0015511",
"timestamp": "2026-04-01T14:18:31Z",
"trace_id": "8f7f8584-4b7d-44ed-8d11-22ea18c27b0f",
"weighted_score": 94.05
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 993,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.201,
"latency_ms": 424,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-01T14:18:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 1576
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1401903",
"timestamp": "2026-04-17T15:25:03Z",
"trace_id": "ec25531f-61a6-49be-a057-d79b8123af54",
"weighted_score": 84.28
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 277,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.575,
"latency_ms": 208,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-17T15:25:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 9033
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0277625",
"timestamp": "2026-04-04T15:07:05Z",
"trace_id": "2961a15e-3e47-4d49-9c56-44146f8918c9",
"weighted_score": 72.34
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 351,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.59,
"latency_ms": 292,
"node_provider": "Azure_Sentinel",
"noise_level_db": 13
},
"timestamp": "2026-04-04T15:07:05Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 6859
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1121549",
"timestamp": "2026-04-14T09:32:29Z",
"trace_id": "c00669e6-fd84-4efb-b1b4-386b4c24f7a5",
"weighted_score": 67.26
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 299,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.363,
"latency_ms": 434,
"node_provider": "CrowdStrike",
"noise_level_db": 34
},
"timestamp": "2026-04-14T09:32:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3618
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1204501",
"timestamp": "2026-04-15T08:35:01Z",
"trace_id": "b32a49f5-f582-4fd4-8aae-587bb5a6babd",
"weighted_score": 73.81
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 142,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.354,
"latency_ms": 55,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-15T08:35:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 2566
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1888451",
"timestamp": "2026-04-23T06:34:11Z",
"trace_id": "d2bf0e07-9a32-4114-948d-c6cb7194f81e",
"weighted_score": 70.67
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.447,
"latency_ms": 472,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-23T06:34:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 3874
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0620970",
"timestamp": "2026-04-08T14:29:30Z",
"trace_id": "c86c56e7-5055-4f71-935e-47f6bec7c6b3",
"weighted_score": 74.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 788,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.981,
"latency_ms": 211,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-08T14:29:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 1566
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1506293",
"timestamp": "2026-04-18T20:24:53Z",
"trace_id": "b581bd2d-b6cf-47c5-bb7c-5e8368bca637",
"weighted_score": 15.48
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 861,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.585,
"latency_ms": 390,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-18T20:24:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 9432
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2268324",
"timestamp": "2026-04-27T16:05:24Z",
"trace_id": "645be458-34e0-4616-ac3b-e54c50fa38a2",
"weighted_score": 40.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.276,
"latency_ms": 276,
"node_provider": "Local_Syslog",
"noise_level_db": 67
},
"timestamp": "2026-04-27T16:05:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 6061
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0410169",
"timestamp": "2026-04-06T03:56:09Z",
"trace_id": "e6adb669-e506-49f8-91d4-40437ac24550",
"weighted_score": 50.51
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 676,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.204,
"latency_ms": 470,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-06T03:56:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 1113
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1325343",
"timestamp": "2026-04-16T18:09:03Z",
"trace_id": "daa4efa8-e66d-425d-8645-2d04426846cc",
"weighted_score": 86.29
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 823,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.737,
"latency_ms": 199,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-16T18:09:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6897
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2405592",
"timestamp": "2026-04-29T06:13:12Z",
"trace_id": "f3ed2801-d1b5-47a8-9225-9dceacc74f9b",
"weighted_score": 46.85
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 530,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.581,
"latency_ms": 298,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-29T06:13:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 6369
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1632017",
"timestamp": "2026-04-20T07:20:17Z",
"trace_id": "7e9b8d43-e011-436f-baaf-686b9e5b007b",
"weighted_score": 17.91
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 650,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.294,
"latency_ms": 227,
"node_provider": "CloudTrail",
"noise_level_db": 52
},
"timestamp": "2026-04-20T07:20:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 1179
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1931081",
"timestamp": "2026-04-23T18:24:41Z",
"trace_id": "d9722ba9-c830-4abc-839e-984521c69370",
"weighted_score": 48.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 241,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.82,
"latency_ms": 53,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-23T18:24:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9525
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1215540",
"timestamp": "2026-04-15T11:39:00Z",
"trace_id": "1e6d5f93-e10e-4e26-a490-795540fa5af1",
"weighted_score": 37.03
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.946,
"engine": "nemesis_planner",
"mcts_branches": 383,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.496,
"latency_ms": 94,
"node_provider": "Azure_Sentinel",
"noise_level_db": 53
},
"timestamp": "2026-04-15T11:39:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1494
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0921688",
"timestamp": "2026-04-12T02:01:28Z",
"trace_id": "a35c5d6a-f292-4c6c-b853-1c92a6dbb22b",
"weighted_score": 58.75
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 469,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.482,
"latency_ms": 369,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-12T02:01:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 6325
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0355042",
"timestamp": "2026-04-05T12:37:22Z",
"trace_id": "d1324935-4fb8-4818-8c07-58450c22d94e",
"weighted_score": 81.9
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 258,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.528,
"latency_ms": 289,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-05T12:37:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3493
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0909625",
"timestamp": "2026-04-11T22:40:25Z",
"trace_id": "1a027e84-9ebd-4fd4-a9a3-8b751b30a68e",
"weighted_score": 98.93
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 925,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.546,
"latency_ms": 46,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-11T22:40:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 5844
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0629665",
"timestamp": "2026-04-08T16:54:25Z",
"trace_id": "71e65661-587b-4d1d-ab7a-2289f0104805",
"weighted_score": 42.17
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 327,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.476,
"latency_ms": 245,
"node_provider": "CrowdStrike",
"noise_level_db": 53
},
"timestamp": "2026-04-08T16:54:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 8506
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2444378",
"timestamp": "2026-04-29T16:59:38Z",
"trace_id": "20bfffb2-6e1c-451a-a51d-bb6bcc1992f9",
"weighted_score": 56.46
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 161,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.932,
"latency_ms": 402,
"node_provider": "Local_Syslog",
"noise_level_db": 17
},
"timestamp": "2026-04-29T16:59:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 6631
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0064247",
"timestamp": "2026-04-02T03:50:47Z",
"trace_id": "a09b50bd-5fc6-40ff-b591-e092dd52fc78",
"weighted_score": 11.72
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.869,
"engine": "nemesis_planner",
"mcts_branches": 847,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 219,
"node_provider": "Local_Syslog",
"noise_level_db": 53
},
"timestamp": "2026-04-02T03:50:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 7897
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | impact_achieved |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.