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": "exfiltration_complete",
"id": "NEMESIS-2476694",
"timestamp": "2026-04-30T01:58:14Z",
"trace_id": "043e0c01-103f-4bd2-8185-d10b91a9cae1",
"weighted_score": 13.42
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.704,
"latency_ms": 379,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-30T01:58:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 9058
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2432959",
"timestamp": "2026-04-29T13:49:19Z",
"trace_id": "dbb5c5f7-359c-4237-93d0-d32ed637a7da",
"weighted_score": 90.26
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 509,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.254,
"latency_ms": 84,
"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-29T13:49:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9695
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0871781",
"timestamp": "2026-04-11T12:09:41Z",
"trace_id": "2899c03d-95c7-4fe9-9c71-a4ff549f0440",
"weighted_score": 31.74
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 783,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.365,
"latency_ms": 226,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-11T12:09:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 8152
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1919781",
"timestamp": "2026-04-23T15:16:21Z",
"trace_id": "689170ef-8fcb-48e2-a5c2-f79aa3b6f230",
"weighted_score": 50.59
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 633,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.281,
"latency_ms": 444,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-23T15:16:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 7047
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1114860",
"timestamp": "2026-04-14T07:41:00Z",
"trace_id": "a24d5612-f3b3-462c-b879-4c8942d95654",
"weighted_score": 17.41
} | {
"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": 0.886,
"engine": "nemesis_planner",
"mcts_branches": 852,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.604,
"latency_ms": 477,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-14T07:41:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1370
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0395227",
"timestamp": "2026-04-05T23:47:07Z",
"trace_id": "4748b428-d19e-4704-8f5c-b0b413dd20ad",
"weighted_score": 89.68
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.373,
"latency_ms": 235,
"node_provider": "CloudTrail",
"noise_level_db": 40
},
"timestamp": "2026-04-05T23:47:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1116
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0181702",
"timestamp": "2026-04-03T12:28:22Z",
"trace_id": "1ade9d44-1804-4419-8e78-74fcd8cf212a",
"weighted_score": 72.86
} | {
"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": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 880,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.298,
"latency_ms": 38,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-03T12:28:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 4990
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2453509",
"timestamp": "2026-04-29T19:31:49Z",
"trace_id": "d62e13b4-5234-40bf-aec7-22150d151555",
"weighted_score": 41.41
} | {
"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": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 107,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.483,
"latency_ms": 299,
"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-29T19:31:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 1759
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0517622",
"timestamp": "2026-04-07T09:47:02Z",
"trace_id": "d9c0a4ea-7149-40ed-bff0-853d7e0f4150",
"weighted_score": 27.12
} | {
"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": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 372,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 389,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-07T09:47:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 7757
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0612081",
"timestamp": "2026-04-08T12:01:21Z",
"trace_id": "12aa349b-ea4a-46d6-a1a9-f3498069399c",
"weighted_score": 26.7
} | {
"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": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 536,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.799,
"latency_ms": 437,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-08T12:01:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 4199
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1881856",
"timestamp": "2026-04-23T04:44:16Z",
"trace_id": "d8d8868a-627c-4b55-81b4-780c9dfb522b",
"weighted_score": 76.68
} | {
"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": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 989,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.674,
"latency_ms": 342,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-23T04:44:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 8829
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1597705",
"timestamp": "2026-04-19T21:48:25Z",
"trace_id": "1c96fed8-5177-496c-92d2-23dacdddeb65",
"weighted_score": 23.92
} | {
"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": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 697,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.806,
"latency_ms": 292,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-19T21:48:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 9278
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0674854",
"timestamp": "2026-04-09T05:27:34Z",
"trace_id": "1bc6dbc5-85b2-465f-9345-38ea26de9c3f",
"weighted_score": 90.99
} | {
"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": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 723,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.872,
"latency_ms": 404,
"node_provider": "CrowdStrike",
"noise_level_db": 69
},
"timestamp": "2026-04-09T05:27:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 5455
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0854675",
"timestamp": "2026-04-11T07:24:35Z",
"trace_id": "99002e78-eac2-4bed-af0e-95b653a49887",
"weighted_score": 43.64
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 605,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.738,
"latency_ms": 75,
"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-11T07:24:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 5186
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2219798",
"timestamp": "2026-04-27T02:36:38Z",
"trace_id": "84dbc248-882a-4231-8fc5-a3ab6236ce79",
"weighted_score": 49.29
} | {
"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": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 206,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.942,
"latency_ms": 191,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-27T02:36:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 4442
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0901481",
"timestamp": "2026-04-11T20:24:41Z",
"trace_id": "909a1387-8753-46f3-9b61-cefb066c9849",
"weighted_score": 13.47
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 364,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.513,
"latency_ms": 462,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-11T20:24:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5045
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1272479",
"timestamp": "2026-04-16T03:27:59Z",
"trace_id": "082315db-9b6e-4f5d-bc5f-beae4cb37398",
"weighted_score": 41.75
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 699,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.376,
"latency_ms": 396,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-16T03:27:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 7382
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2207012",
"timestamp": "2026-04-26T23:03:32Z",
"trace_id": "ca05dd73-27f9-48e6-9058-bcaebac3ea42",
"weighted_score": 48.44
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.144,
"latency_ms": 279,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-26T23:03:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 5553
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2208260",
"timestamp": "2026-04-26T23:24:20Z",
"trace_id": "0577c1cc-6424-48ff-bebd-a4489ac9a671",
"weighted_score": 16.56
} | {
"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": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 781,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.37,
"latency_ms": 175,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-26T23:24:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 7198
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1578851",
"timestamp": "2026-04-19T16:34:11Z",
"trace_id": "0cec8b8a-5904-42b2-86ed-7aa94e67c13f",
"weighted_score": 88.15
} | {
"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": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 100,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.791,
"latency_ms": 477,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-19T16:34:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4856
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0521125",
"timestamp": "2026-04-07T10:45:25Z",
"trace_id": "634df1ad-0033-460c-be62-1b92753a560e",
"weighted_score": 31.62
} | {
"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": 0.974,
"engine": "nemesis_planner",
"mcts_branches": 456,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.974,
"latency_ms": 57,
"node_provider": "CrowdStrike",
"noise_level_db": 20
},
"timestamp": "2026-04-07T10:45:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 2069
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1433288",
"timestamp": "2026-04-18T00:08:08Z",
"trace_id": "a863bbdd-b4c1-46d2-b71f-322c2ef63554",
"weighted_score": 72.96
} | {
"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": 0.891,
"engine": "nemesis_planner",
"mcts_branches": 213,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.672,
"latency_ms": 33,
"node_provider": "CloudTrail",
"noise_level_db": 56
},
"timestamp": "2026-04-18T00:08:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 1436
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1829475",
"timestamp": "2026-04-22T14:11:15Z",
"trace_id": "cc975925-e49f-4f63-9835-447bdfc6bf2a",
"weighted_score": 18.49
} | {
"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": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 966,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.744,
"latency_ms": 447,
"node_provider": "Local_Syslog",
"noise_level_db": 32
},
"timestamp": "2026-04-22T14:11:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 9519
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1258355",
"timestamp": "2026-04-15T23:32:35Z",
"trace_id": "ad1be251-24bf-4d50-b6cd-ce047af31d09",
"weighted_score": 54.65
} | {
"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": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 811,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.325,
"latency_ms": 309,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-15T23:32:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 2838
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0719297",
"timestamp": "2026-04-09T17:48:17Z",
"trace_id": "451289c8-ffc8-47e9-94bd-157b6fb1260b",
"weighted_score": 65.66
} | {
"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": 0.958,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.767,
"latency_ms": 150,
"node_provider": "CrowdStrike",
"noise_level_db": 71
},
"timestamp": "2026-04-09T17:48:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 8414
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1552963",
"timestamp": "2026-04-19T09:22:43Z",
"trace_id": "56584198-bd10-4566-ac3c-55d349c0c811",
"weighted_score": 58.92
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 948,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.334,
"latency_ms": 116,
"node_provider": "CrowdStrike",
"noise_level_db": 60
},
"timestamp": "2026-04-19T09:22:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1014
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1078241",
"timestamp": "2026-04-13T21:30:41Z",
"trace_id": "08e9b38b-52db-49ab-b70c-062d76f78cb7",
"weighted_score": 69.17
} | {
"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": 0.865,
"engine": "nemesis_planner",
"mcts_branches": 476,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.316,
"latency_ms": 255,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-13T21:30:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7962
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0279098",
"timestamp": "2026-04-04T15:31:38Z",
"trace_id": "949c3191-1535-4400-a090-de05ef8a7b2d",
"weighted_score": 23.68
} | {
"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": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 586,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.394,
"latency_ms": 172,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-04T15:31:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 1552
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2403558",
"timestamp": "2026-04-29T05:39:18Z",
"trace_id": "f3c6b034-b053-4083-8ee7-9d63c645f09f",
"weighted_score": 62.48
} | {
"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": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 475,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.268,
"latency_ms": 151,
"node_provider": "CloudTrail",
"noise_level_db": 74
},
"timestamp": "2026-04-29T05:39:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 9576
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0503336",
"timestamp": "2026-04-07T05:48:56Z",
"trace_id": "b2c457da-9f8c-4669-b5b9-b2f8155f42f8",
"weighted_score": 56.95
} | {
"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": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 642,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.47,
"latency_ms": 58,
"node_provider": "CloudTrail",
"noise_level_db": 53
},
"timestamp": "2026-04-07T05:48:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component": ... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2217
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0591315",
"timestamp": "2026-04-08T06:15:15Z",
"trace_id": "cc316c99-c699-4681-88be-451ae47e5ee4",
"weighted_score": 28.6
} | {
"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": 0.774,
"engine": "nemesis_planner",
"mcts_branches": 991,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.983,
"latency_ms": 188,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-08T06:15:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 4037
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1823306",
"timestamp": "2026-04-22T12:28:26Z",
"trace_id": "86d4b826-5f75-4360-b7d5-ae1b6b699216",
"weighted_score": 45.18
} | {
"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": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 598,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.818,
"latency_ms": 264,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-22T12:28:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 8189
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1944943",
"timestamp": "2026-04-23T22:15:43Z",
"trace_id": "8c9c035d-5197-4b5c-8569-3708ae2da50e",
"weighted_score": 84.75
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 807,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.596,
"latency_ms": 478,
"node_provider": "CloudTrail",
"noise_level_db": 52
},
"timestamp": "2026-04-23T22:15:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 3839
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0349003",
"timestamp": "2026-04-05T10:56:43Z",
"trace_id": "d4f9d61f-a675-4101-9c00-f438c423ed04",
"weighted_score": 53.93
} | {
"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": 768,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.898,
"latency_ms": 404,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-05T10:56:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 9707
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0232304",
"timestamp": "2026-04-04T02:31:44Z",
"trace_id": "fbc3777d-e0c4-41ce-90d3-d7456d116d45",
"weighted_score": 78.07
} | {
"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": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 792,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.432,
"latency_ms": 294,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-04T02:31:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 1523
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1077943",
"timestamp": "2026-04-13T21:25:43Z",
"trace_id": "a232f6cf-5c4b-45e2-9a1b-255646b677c3",
"weighted_score": 42.83
} | {
"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": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 187,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.583,
"latency_ms": 496,
"node_provider": "CrowdStrike",
"noise_level_db": 34
},
"timestamp": "2026-04-13T21:25:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4520
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0400185",
"timestamp": "2026-04-06T01:09:45Z",
"trace_id": "29691950-1af8-4eed-ba9c-31aa54441d19",
"weighted_score": 60.46
} | {
"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": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 737,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.305,
"latency_ms": 54,
"node_provider": "CloudTrail",
"noise_level_db": 11
},
"timestamp": "2026-04-06T01:09:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 6852
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1856096",
"timestamp": "2026-04-22T21:34:56Z",
"trace_id": "ca99e6b5-3433-4cdb-b64a-f5969d542932",
"weighted_score": 93.99
} | {
"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": 0.959,
"engine": "nemesis_planner",
"mcts_branches": 439,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.682,
"latency_ms": 499,
"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-22T21:34:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 7963
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0984497",
"timestamp": "2026-04-12T19:28:17Z",
"trace_id": "fc634576-44e8-46ed-b468-74ef885ca837",
"weighted_score": 15.71
} | {
"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": 0.858,
"engine": "nemesis_planner",
"mcts_branches": 544,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.381,
"latency_ms": 425,
"node_provider": "CrowdStrike",
"noise_level_db": 52
},
"timestamp": "2026-04-12T19:28:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 3869
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1565141",
"timestamp": "2026-04-19T12:45:41Z",
"trace_id": "5b99c894-3ed8-45ba-b06a-23e4ef14de7a",
"weighted_score": 91.14
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 335,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.643,
"latency_ms": 94,
"node_provider": "CloudTrail",
"noise_level_db": 50
},
"timestamp": "2026-04-19T12:45:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 5599
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0272320",
"timestamp": "2026-04-04T13:38:40Z",
"trace_id": "0788ecab-00d2-44a9-9a0f-ea57765377d2",
"weighted_score": 60.18
} | {
"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": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 514,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.845,
"latency_ms": 198,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-04T13:38:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 2282
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2097616",
"timestamp": "2026-04-25T16:40:16Z",
"trace_id": "7d2b1161-62ec-4853-8da7-906f83de03fe",
"weighted_score": 15.23
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.621,
"latency_ms": 187,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-25T16:40:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 8472
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1425929",
"timestamp": "2026-04-17T22:05:29Z",
"trace_id": "6f806516-f7d8-40b9-8b6e-e61f179ca1d0",
"weighted_score": 15.38
} | {
"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": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 290,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.463,
"latency_ms": 222,
"node_provider": "Azure_Sentinel",
"noise_level_db": 51
},
"timestamp": "2026-04-17T22:05:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 5885
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1328774",
"timestamp": "2026-04-16T19:06:14Z",
"trace_id": "11776c49-a84e-42dc-9490-2fe5076fc28d",
"weighted_score": 28.91
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 379,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.751,
"latency_ms": 99,
"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-16T19:06:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 7276
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1069303",
"timestamp": "2026-04-13T19:01:43Z",
"trace_id": "27639ce5-0e66-4cbf-a569-bbc3538febd5",
"weighted_score": 68.49
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 699,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.719,
"latency_ms": 260,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-13T19:01:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2935
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0760477",
"timestamp": "2026-04-10T05:14:37Z",
"trace_id": "7acb7228-d8eb-4961-925e-30d89ac8bd16",
"weighted_score": 38.35
} | {
"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": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 925,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.87,
"latency_ms": 14,
"node_provider": "Azure_Sentinel",
"noise_level_db": 18
},
"timestamp": "2026-04-10T05:14:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 9108
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2006517",
"timestamp": "2026-04-24T15:21:57Z",
"trace_id": "e0c3319f-8b71-4c23-8397-78f166cec1da",
"weighted_score": 57.13
} | {
"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": 0.948,
"engine": "nemesis_planner",
"mcts_branches": 610,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.472,
"latency_ms": 89,
"node_provider": "Azure_Sentinel",
"noise_level_db": 44
},
"timestamp": "2026-04-24T15:21:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 4614
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1877982",
"timestamp": "2026-04-23T03:39:42Z",
"trace_id": "0fd27be8-0744-4ffc-896f-7cd20515175e",
"weighted_score": 54.55
} | {
"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": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 106,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.774,
"latency_ms": 472,
"node_provider": "CrowdStrike",
"noise_level_db": 31
},
"timestamp": "2026-04-23T03:39:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6640
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1554569",
"timestamp": "2026-04-19T09:49:29Z",
"trace_id": "8a946aa3-990b-43a8-a7da-9ad650fbf08a",
"weighted_score": 12.38
} | {
"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": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.659,
"latency_ms": 130,
"node_provider": "Local_Syslog",
"noise_level_db": 34
},
"timestamp": "2026-04-19T09:49:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 3663
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0195615",
"timestamp": "2026-04-03T16:20:15Z",
"trace_id": "a81ff60f-cacd-420a-a8a4-722c4e03ff29",
"weighted_score": 47.62
} | {
"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": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 756,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.726,
"latency_ms": 386,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-03T16:20:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 2031
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1862915",
"timestamp": "2026-04-22T23:28:35Z",
"trace_id": "2072608b-cfb8-4dbb-963a-bef71d838bac",
"weighted_score": 76.95
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 695,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.784,
"latency_ms": 59,
"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-22T23:28:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2785
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1523330",
"timestamp": "2026-04-19T01:08:50Z",
"trace_id": "eb4dbdf0-11d2-4553-8503-e1d21e30461a",
"weighted_score": 48.68
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 902,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.757,
"latency_ms": 205,
"node_provider": "Local_Syslog",
"noise_level_db": 63
},
"timestamp": "2026-04-19T01:08:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3765
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1138362",
"timestamp": "2026-04-14T14:12:42Z",
"trace_id": "2eba1885-e5be-484f-9dff-30d9e088fe61",
"weighted_score": 52.27
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 625,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.937,
"latency_ms": 280,
"node_provider": "Local_Syslog",
"noise_level_db": 34
},
"timestamp": "2026-04-14T14:12:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 7105
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1380543",
"timestamp": "2026-04-17T09:29:03Z",
"trace_id": "3fa5141c-9b12-4d08-a7c2-543de94c57ed",
"weighted_score": 83.08
} | {
"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": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 371,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.51,
"latency_ms": 130,
"node_provider": "Azure_Sentinel",
"noise_level_db": 37
},
"timestamp": "2026-04-17T09:29:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4674
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2267080",
"timestamp": "2026-04-27T15:44:40Z",
"trace_id": "9fb3705a-9697-4019-bb2d-4a436c833513",
"weighted_score": 39.46
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 284,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.531,
"latency_ms": 401,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-27T15:44:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8058
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1215831",
"timestamp": "2026-04-15T11:43:51Z",
"trace_id": "c8acd39f-d294-4040-9584-458c6d1b50a3",
"weighted_score": 54.02
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 580,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.303,
"latency_ms": 168,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-15T11:43:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 3171
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0257913",
"timestamp": "2026-04-04T09:38:33Z",
"trace_id": "0de3cd97-897f-4d4f-9646-dcc1d7060396",
"weighted_score": 75.25
} | {
"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": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.525,
"latency_ms": 76,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-04T09:38:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 7909
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1785468",
"timestamp": "2026-04-22T01:57:48Z",
"trace_id": "04e682ef-31e7-46f7-ba75-2a5df9d7a7df",
"weighted_score": 62.74
} | {
"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": 0.899,
"engine": "nemesis_planner",
"mcts_branches": 658,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.876,
"latency_ms": 172,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-22T01:57:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 9255
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2424121",
"timestamp": "2026-04-29T11:22:01Z",
"trace_id": "76224b75-6260-4c98-b011-abb442acc4ac",
"weighted_score": 58.46
} | {
"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": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 685,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.664,
"latency_ms": 35,
"node_provider": "CloudTrail",
"noise_level_db": 58
},
"timestamp": "2026-04-29T11:22:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 2368
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2194465",
"timestamp": "2026-04-26T19:34:25Z",
"trace_id": "f5e3699e-4136-4db6-9e05-94d5fa136bc8",
"weighted_score": 40.74
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 276,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.547,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-26T19:34:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 2605
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1927503",
"timestamp": "2026-04-23T17:25:03Z",
"trace_id": "1c4968d6-fc4d-47b0-9fb2-134439853bf5",
"weighted_score": 92.91
} | {
"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": 0.786,
"engine": "nemesis_planner",
"mcts_branches": 692,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.901,
"latency_ms": 265,
"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-23T17:25:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 7761
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0587458",
"timestamp": "2026-04-08T05:10:58Z",
"trace_id": "5daf1686-4234-4c76-ac9c-4f4e956b261d",
"weighted_score": 89.82
} | {
"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": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 894,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.832,
"latency_ms": 68,
"node_provider": "Azure_Sentinel",
"noise_level_db": 64
},
"timestamp": "2026-04-08T05:10:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 1041
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0268166",
"timestamp": "2026-04-04T12:29:26Z",
"trace_id": "a9e12ee9-8ae1-4072-a647-34254958db25",
"weighted_score": 10.28
} | {
"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": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 405,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.119,
"latency_ms": 9,
"node_provider": "CloudTrail",
"noise_level_db": 65
},
"timestamp": "2026-04-04T12:29:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5519
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0235698",
"timestamp": "2026-04-04T03:28:18Z",
"trace_id": "60363f35-7ecf-4727-a9e9-823c158c8bd2",
"weighted_score": 18.07
} | {
"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": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.333,
"latency_ms": 140,
"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-04T03:28:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 6040
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0274516",
"timestamp": "2026-04-04T14:15:16Z",
"trace_id": "65ba0468-b278-4897-971b-a47d2eab1867",
"weighted_score": 38.48
} | {
"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": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 833,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.888,
"latency_ms": 98,
"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-04T14:15:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 4831
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0335895",
"timestamp": "2026-04-05T07:18:15Z",
"trace_id": "b9d0f461-32d9-4a08-95a5-98cb4d873391",
"weighted_score": 41.21
} | {
"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": 596,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.808,
"latency_ms": 455,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-05T07:18:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 7852
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1793750",
"timestamp": "2026-04-22T04:15:50Z",
"trace_id": "74661cac-be07-4fc1-9ab1-b1f6c7fd834c",
"weighted_score": 75.7
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.277,
"latency_ms": 117,
"node_provider": "Azure_Sentinel",
"noise_level_db": 41
},
"timestamp": "2026-04-22T04:15:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7853
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1140386",
"timestamp": "2026-04-14T14:46:26Z",
"trace_id": "530dedd7-06a9-40c5-86ac-7020ca693f61",
"weighted_score": 18.72
} | {
"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": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.109,
"latency_ms": 336,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-14T14:46:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 9086
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2256338",
"timestamp": "2026-04-27T12:45:38Z",
"trace_id": "c5730377-5a34-4608-ba6b-467682b89d73",
"weighted_score": 59.99
} | {
"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": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 806,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.675,
"latency_ms": 460,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-27T12:45:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 4975
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0107971",
"timestamp": "2026-04-02T15:59:31Z",
"trace_id": "90572dd1-a1fa-439f-882e-2546d2c80859",
"weighted_score": 71.26
} | {
"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": 0.887,
"engine": "nemesis_planner",
"mcts_branches": 934,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.187,
"latency_ms": 407,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-02T15:59:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 8914
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0032690",
"timestamp": "2026-04-01T19:04:50Z",
"trace_id": "33fffd20-2473-401f-8b35-ebb45dd9a68a",
"weighted_score": 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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 220,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.731,
"latency_ms": 244,
"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-01T19:04:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 4475
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1749956",
"timestamp": "2026-04-21T16:05:56Z",
"trace_id": "17cb3286-198f-4909-aff9-a6b48773b197",
"weighted_score": 26.94
} | {
"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": 0.869,
"engine": "nemesis_planner",
"mcts_branches": 638,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.487,
"latency_ms": 65,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-21T16:05:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 9169
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0157500",
"timestamp": "2026-04-03T05:45:00Z",
"trace_id": "177c311e-c681-4607-82c9-3b1ffacc6a2f",
"weighted_score": 22.87
} | {
"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": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 853,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.554,
"latency_ms": 241,
"node_provider": "CloudTrail",
"noise_level_db": 17
},
"timestamp": "2026-04-03T05:45:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 4582
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1059035",
"timestamp": "2026-04-13T16:10:35Z",
"trace_id": "86709010-950a-4130-a97a-21bc6151b5c6",
"weighted_score": 75.09
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 838,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.83,
"latency_ms": 227,
"node_provider": "CloudTrail",
"noise_level_db": 31
},
"timestamp": "2026-04-13T16:10:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 8065
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2161662",
"timestamp": "2026-04-26T10:27:42Z",
"trace_id": "50de6f71-bcf2-4c07-b875-e394b06470a6",
"weighted_score": 41.28
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.887,
"latency_ms": 19,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-26T10:27:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7077
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0154941",
"timestamp": "2026-04-03T05:02:21Z",
"trace_id": "eaf5899a-72cb-4244-88f0-669cbbbcfeb2",
"weighted_score": 69.01
} | {
"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": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.457,
"latency_ms": 162,
"node_provider": "CloudTrail",
"noise_level_db": 45
},
"timestamp": "2026-04-03T05:02:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5986
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1336739",
"timestamp": "2026-04-16T21:18:59Z",
"trace_id": "987b2693-78e7-4822-b7b6-1705d650fe71",
"weighted_score": 60.17
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 750,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.697,
"latency_ms": 406,
"node_provider": "Local_Syslog",
"noise_level_db": 57
},
"timestamp": "2026-04-16T21:18:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7103
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0052654",
"timestamp": "2026-04-02T00:37:34Z",
"trace_id": "8665a23e-5bdf-48ec-8f05-8ae55b4444c7",
"weighted_score": 10.96
} | {
"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": 561,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.629,
"latency_ms": 200,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-02T00:37:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 5723
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2134340",
"timestamp": "2026-04-26T02:52:20Z",
"trace_id": "734971b2-dd72-4c63-ae5b-953b3ab0f418",
"weighted_score": 33.17
} | {
"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": 0.919,
"engine": "nemesis_planner",
"mcts_branches": 540,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.912,
"latency_ms": 461,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-26T02:52:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 7386
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0936169",
"timestamp": "2026-04-12T06:02:49Z",
"trace_id": "998bee00-2e5d-4f31-b44b-952fc422385b",
"weighted_score": 65.49
} | {
"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": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 759,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.503,
"latency_ms": 201,
"node_provider": "CrowdStrike",
"noise_level_db": 31
},
"timestamp": "2026-04-12T06:02:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3412
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2446970",
"timestamp": "2026-04-29T17:42:50Z",
"trace_id": "9af015a8-ba50-46ff-97e1-c3f1e4b41b01",
"weighted_score": 44.11
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 505,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.506,
"latency_ms": 252,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-29T17:42:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 8868
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2231570",
"timestamp": "2026-04-27T05:52:50Z",
"trace_id": "6e474e18-edd6-4cfc-8a5b-90a63767f7f6",
"weighted_score": 51.15
} | {
"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": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 260,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.22,
"latency_ms": 480,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-27T05:52:50Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 8284
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1862083",
"timestamp": "2026-04-22T23:14:43Z",
"trace_id": "e9424fae-dfc5-46b8-ac25-cf3bccfe0f2a",
"weighted_score": 48.27
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 578,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.353,
"latency_ms": 314,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-22T23:14:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5474
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1582252",
"timestamp": "2026-04-19T17:30:52Z",
"trace_id": "8ab7a943-30cc-4a20-a61c-c3825178adc2",
"weighted_score": 89.85
} | {
"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": 0.804,
"engine": "nemesis_planner",
"mcts_branches": 156,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.244,
"latency_ms": 482,
"node_provider": "CrowdStrike",
"noise_level_db": 27
},
"timestamp": "2026-04-19T17:30:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 1100
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1123843",
"timestamp": "2026-04-14T10:10:43Z",
"trace_id": "97fc517f-0364-4f0d-be60-460a4ea92c7f",
"weighted_score": 20.43
} | {
"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": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 193,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.401,
"latency_ms": 168,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-14T10:10:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7847
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1378962",
"timestamp": "2026-04-17T09:02:42Z",
"trace_id": "239a71ad-7763-4f3d-8e41-4d1326ac4beb",
"weighted_score": 57.81
} | {
"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": 830,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.496,
"latency_ms": 172,
"node_provider": "Local_Syslog",
"noise_level_db": 67
},
"timestamp": "2026-04-17T09:02:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 1923
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0467260",
"timestamp": "2026-04-06T19:47:40Z",
"trace_id": "27450bb1-3aaf-4d37-8d7b-e1356ef81d08",
"weighted_score": 96.12
} | {
"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": 0.977,
"engine": "nemesis_planner",
"mcts_branches": 625,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.952,
"latency_ms": 191,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-06T19:47:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 8437
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1644901",
"timestamp": "2026-04-20T10:55:01Z",
"trace_id": "f7898b31-9286-4745-8bad-5b40e9ef6679",
"weighted_score": 98.03
} | {
"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": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.403,
"latency_ms": 348,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-20T10:55:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 5035
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2362510",
"timestamp": "2026-04-28T18:15:10Z",
"trace_id": "4f41443f-53df-4518-a48b-e6fb07d01711",
"weighted_score": 90.13
} | {
"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": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 297,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.791,
"latency_ms": 450,
"node_provider": "CloudTrail",
"noise_level_db": 20
},
"timestamp": "2026-04-28T18:15:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 2407
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0080980",
"timestamp": "2026-04-02T08:29:40Z",
"trace_id": "256d2225-2126-4f29-8c83-273049ad6ac8",
"weighted_score": 73.56
} | {
"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": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 598,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.837,
"latency_ms": 201,
"node_provider": "CloudTrail",
"noise_level_db": 66
},
"timestamp": "2026-04-02T08:29:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2116
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2019127",
"timestamp": "2026-04-24T18:52:07Z",
"trace_id": "4636fdd3-47a5-4927-b820-8e166b64b2ee",
"weighted_score": 90.22
} | {
"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": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 827,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.692,
"latency_ms": 470,
"node_provider": "Local_Syslog",
"noise_level_db": 16
},
"timestamp": "2026-04-24T18:52:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 2560
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2109838",
"timestamp": "2026-04-25T20:03:58Z",
"trace_id": "4da395f1-038d-4c8b-8fef-a15ace937b32",
"weighted_score": 41.24
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 309,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.315,
"latency_ms": 143,
"node_provider": "Local_Syslog",
"noise_level_db": 46
},
"timestamp": "2026-04-25T20:03:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 1487
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2043173",
"timestamp": "2026-04-25T01:32:53Z",
"trace_id": "f57d348e-1820-416b-a849-43e881c1cbcc",
"weighted_score": 54.04
} | {
"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": 270,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.429,
"latency_ms": 89,
"node_provider": "Local_Syslog",
"noise_level_db": 63
},
"timestamp": "2026-04-25T01:32:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 8814
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1275962",
"timestamp": "2026-04-16T04:26:02Z",
"trace_id": "ec3f633c-c905-42be-abc5-8750fa059126",
"weighted_score": 58.34
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 410,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.591,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-16T04:26:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7106
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1578910",
"timestamp": "2026-04-19T16:35:10Z",
"trace_id": "38bd3b42-4790-49e5-8123-be394726992e",
"weighted_score": 41.67
} | {
"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": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 619,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.818,
"latency_ms": 227,
"node_provider": "CloudTrail",
"noise_level_db": 38
},
"timestamp": "2026-04-19T16:35:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 3068
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0892179",
"timestamp": "2026-04-11T17:49:39Z",
"trace_id": "1c1542c3-9548-4b7f-a88e-424278c91f28",
"weighted_score": 69.73
} | {
"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": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 675,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.331,
"latency_ms": 442,
"node_provider": "Azure_Sentinel",
"noise_level_db": 31
},
"timestamp": "2026-04-11T17:49:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 6939
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1853577",
"timestamp": "2026-04-22T20:52:57Z",
"trace_id": "a8b5e5ed-8f71-4ada-b27a-512f5fd62ecd",
"weighted_score": 87.49
} | {
"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": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 969,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.676,
"latency_ms": 107,
"node_provider": "CrowdStrike",
"noise_level_db": 73
},
"timestamp": "2026-04-22T20:52:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 7915
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2346366",
"timestamp": "2026-04-28T13:46:06Z",
"trace_id": "9c14d624-a924-48d2-a14e-7d8ee3031a43",
"weighted_score": 80.68
} | {
"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": 0.979,
"engine": "nemesis_planner",
"mcts_branches": 913,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.711,
"latency_ms": 161,
"node_provider": "CloudTrail",
"noise_level_db": 75
},
"timestamp": "2026-04-28T13:46:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 4023
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1845495",
"timestamp": "2026-04-22T18:38:15Z",
"trace_id": "0ef2b051-73b5-43b5-b41a-3ea9a8dd3779",
"weighted_score": 22.8
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 372,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.619,
"latency_ms": 368,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-22T18:38:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9855
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0777310",
"timestamp": "2026-04-10T09:55:10Z",
"trace_id": "20bdebe6-f92c-4ddd-ae55-e0da93e62a17",
"weighted_score": 22.29
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 145,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.491,
"latency_ms": 244,
"node_provider": "Azure_Sentinel",
"noise_level_db": 15
},
"timestamp": "2026-04-10T09:55:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 6087
} | {
"fitness_score_update": 0.34,
"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.