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-0494458",
"timestamp": "2026-04-07T03:20:58Z",
"trace_id": "082e36a6-f917-4824-a8a5-2f16027269fd",
"weighted_score": 98.61
} | {
"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": 0.791,
"engine": "nemesis_planner",
"mcts_branches": 604,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.822,
"latency_ms": 34,
"node_provider": "Local_Syslog",
"noise_level_db": 76
},
"timestamp": "2026-04-07T03:20:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 5840
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0538417",
"timestamp": "2026-04-07T15:33:37Z",
"trace_id": "c4f85f1a-d91f-4aae-837f-b45882d0fdaa",
"weighted_score": 60.76
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 398,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.314,
"latency_ms": 274,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-07T15:33:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 6629
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0461437",
"timestamp": "2026-04-06T18:10:37Z",
"trace_id": "a669cfdd-6ced-4a33-a7b0-687e7d2f4376",
"weighted_score": 67.16
} | {
"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": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 578,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.891,
"latency_ms": 243,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-06T18:10:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 8803
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0314970",
"timestamp": "2026-04-05T01:29:30Z",
"trace_id": "837aef8b-61ef-4682-842f-5d3148cf4a24",
"weighted_score": 30.35
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 451,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.4,
"latency_ms": 178,
"node_provider": "Local_Syslog",
"noise_level_db": 25
},
"timestamp": "2026-04-05T01:29:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3158
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1222576",
"timestamp": "2026-04-15T13:36:16Z",
"trace_id": "52c9d5d0-6a5f-434e-8a20-9c42141d4af0",
"weighted_score": 92.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 633,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 18,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-15T13:36:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 8441
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0382313",
"timestamp": "2026-04-05T20:11:53Z",
"trace_id": "c9c5fd2f-fc47-4b99-abd5-b7bbb270bc1a",
"weighted_score": 95.97
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 806,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.967,
"latency_ms": 468,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-05T20:11:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8411
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1964952",
"timestamp": "2026-04-24T03:49:12Z",
"trace_id": "38405db8-aa0e-4202-af4d-b7cbbbd6cc3c",
"weighted_score": 61.54
} | {
"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": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 874,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.958,
"latency_ms": 9,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-24T03:49:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 6279
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0903319",
"timestamp": "2026-04-11T20:55:19Z",
"trace_id": "3c8aaec4-83ee-4315-8cf2-7f9573e5553d",
"weighted_score": 67.52
} | {
"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": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 455,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.131,
"latency_ms": 308,
"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-11T20:55:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 2295
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0085245",
"timestamp": "2026-04-02T09:40:45Z",
"trace_id": "1465fc46-ce7e-4a89-bbec-9c194e7e3049",
"weighted_score": 23.32
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.339,
"latency_ms": 294,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-02T09:40:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 3886
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1733462",
"timestamp": "2026-04-21T11:31:02Z",
"trace_id": "bda3071a-9b1b-4c79-91de-909d113e7c2c",
"weighted_score": 47.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 525,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.836,
"latency_ms": 78,
"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-21T11:31:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7285
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1821363",
"timestamp": "2026-04-22T11:56:03Z",
"trace_id": "2588a4fb-dc4b-463e-94e6-3ccd9a64583b",
"weighted_score": 44.82
} | {
"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": 261,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.186,
"latency_ms": 378,
"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-22T11:56:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 7888
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0516674",
"timestamp": "2026-04-07T09:31:14Z",
"trace_id": "0ca9c705-7e64-4476-a30d-a244df8cc8eb",
"weighted_score": 79.45
} | {
"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": 0.77,
"engine": "nemesis_planner",
"mcts_branches": 626,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.866,
"latency_ms": 241,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-07T09:31:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 8506
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2007406",
"timestamp": "2026-04-24T15:36:46Z",
"trace_id": "43764bb0-e0a8-4fae-8788-3a7d180e0d1c",
"weighted_score": 27.09
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 129,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.646,
"latency_ms": 101,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-24T15:36:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 9795
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0951633",
"timestamp": "2026-04-12T10:20:33Z",
"trace_id": "dfb9c5b1-7811-47d5-a3ae-f1d6a7e9b407",
"weighted_score": 53.28
} | {
"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": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 337,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.826,
"latency_ms": 98,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-12T10:20:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1856
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1996627",
"timestamp": "2026-04-24T12:37:07Z",
"trace_id": "8380b03c-987c-4028-9897-c72357b68889",
"weighted_score": 89.66
} | {
"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": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 361,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.976,
"latency_ms": 144,
"node_provider": "CrowdStrike",
"noise_level_db": 11
},
"timestamp": "2026-04-24T12:37:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 1233
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0394812",
"timestamp": "2026-04-05T23:40:12Z",
"trace_id": "0534236e-c2fb-4efc-8134-96fd2922ae04",
"weighted_score": 44.84
} | {
"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": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 561,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.929,
"latency_ms": 335,
"node_provider": "CloudTrail",
"noise_level_db": 51
},
"timestamp": "2026-04-05T23:40:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 6030
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1645846",
"timestamp": "2026-04-20T11:10:46Z",
"trace_id": "84c04f4a-676b-445a-929a-3fcfd93ea199",
"weighted_score": 41.91
} | {
"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": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 105,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.371,
"latency_ms": 400,
"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-20T11:10:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 5974
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1021431",
"timestamp": "2026-04-13T05:43:51Z",
"trace_id": "432e2bb7-3128-4780-a332-b327cbd575ca",
"weighted_score": 26.76
} | {
"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": 0.979,
"engine": "nemesis_planner",
"mcts_branches": 786,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 160,
"node_provider": "Local_Syslog",
"noise_level_db": 34
},
"timestamp": "2026-04-13T05:43:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 9945
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1281693",
"timestamp": "2026-04-16T06:01:33Z",
"trace_id": "4987424e-b0a3-4b5d-8d32-e150e44b1fd5",
"weighted_score": 22.71
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 239,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 27
},
"timestamp": "2026-04-16T06:01:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 5680
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2357743",
"timestamp": "2026-04-28T16:55:43Z",
"trace_id": "1d1d9d9a-8fa0-4242-9aea-de444d481870",
"weighted_score": 32.57
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 737,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 257,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-28T16:55:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 3951
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1815369",
"timestamp": "2026-04-22T10:16:09Z",
"trace_id": "cc62107d-eb1e-4de5-af6f-5b7a8b07e0aa",
"weighted_score": 77.4
} | {
"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": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 161,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 284,
"node_provider": "Azure_Sentinel",
"noise_level_db": 73
},
"timestamp": "2026-04-22T10:16:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5100
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0211270",
"timestamp": "2026-04-03T20:41:10Z",
"trace_id": "29a0e588-7092-49bc-8ec3-0991e1315a86",
"weighted_score": 32.53
} | {
"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": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 727,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 196,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-03T20:41:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 8629
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0404352",
"timestamp": "2026-04-06T02:19:12Z",
"trace_id": "d5f3a187-1da1-493b-96af-2885594ce947",
"weighted_score": 53.63
} | {
"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": 180,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 195,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-06T02:19:12Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 3050
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1379978",
"timestamp": "2026-04-17T09:19:38Z",
"trace_id": "d487c058-c324-4d5b-b974-a9966d5003e9",
"weighted_score": 55.96
} | {
"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": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 412,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
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"latency_ms": 480,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-17T09:19:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 6782
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2446405",
"timestamp": "2026-04-29T17:33:25Z",
"trace_id": "1ac5e64f-af59-4dfd-9bb8-a4cfb142b87d",
"weighted_score": 23.28
} | {
"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": 0.769,
"engine": "nemesis_planner",
"mcts_branches": 225,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 14
},
"timestamp": "2026-04-29T17:33:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 8114
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1320956",
"timestamp": "2026-04-16T16:55:56Z",
"trace_id": "106d59d9-0c3e-4059-bffc-ff89b0d7ab73",
"weighted_score": 65.8
} | {
"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": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 278,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 67
},
"timestamp": "2026-04-16T16:55:56Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 1867
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2379132",
"timestamp": "2026-04-28T22:52:12Z",
"trace_id": "a9df7734-e285-4f65-b15c-0ea46439f665",
"weighted_score": 11.47
} | {
"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": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 392,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-28T22:52:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 5432
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2371893",
"timestamp": "2026-04-28T20:51:33Z",
"trace_id": "df21ef78-40eb-4a5f-b64f-53d17c870e0f",
"weighted_score": 32.8
} | {
"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": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 923,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-28T20:51:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6531
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1130138",
"timestamp": "2026-04-14T11:55:38Z",
"trace_id": "d551dccf-477a-43f1-a89e-3611c8832c8f",
"weighted_score": 98.11
} | {
"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": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 408,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 269,
"node_provider": "Azure_Sentinel",
"noise_level_db": 78
},
"timestamp": "2026-04-14T11:55:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3766
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0081212",
"timestamp": "2026-04-02T08:33:32Z",
"trace_id": "41c0c1e1-a04a-4374-8f5a-af6b668ff446",
"weighted_score": 30.8
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
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"latency_ms": 266,
"node_provider": "CrowdStrike",
"noise_level_db": 46
},
"timestamp": "2026-04-02T08:33:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2592
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0693478",
"timestamp": "2026-04-09T10:37:58Z",
"trace_id": "f2b4e77d-defa-4446-9cbc-3efe426910fd",
"weighted_score": 18.87
} | {
"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": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 317,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-09T10:37:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 4371
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0299879",
"timestamp": "2026-04-04T21:17:59Z",
"trace_id": "05ac2639-1649-4ad1-89af-4386bff95338",
"weighted_score": 62.16
} | {
"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": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 278,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-04T21:17:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 6443
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2260619",
"timestamp": "2026-04-27T13:56:59Z",
"trace_id": "4b07410c-0bb5-4802-a5f0-e3c07334bd8b",
"weighted_score": 58.46
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 712,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 418,
"node_provider": "Local_Syslog",
"noise_level_db": 22
},
"timestamp": "2026-04-27T13:56:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 1428
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0953184",
"timestamp": "2026-04-12T10:46:24Z",
"trace_id": "df093815-7aff-4895-9590-9bb43b49ab71",
"weighted_score": 72.67
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 996,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 464,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-12T10:46:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 3779
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1342142",
"timestamp": "2026-04-16T22:49:02Z",
"trace_id": "18a2e990-0fe5-4661-bacc-ddb9ad271ee8",
"weighted_score": 92.69
} | {
"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": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 443,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-16T22:49:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4321
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1819174",
"timestamp": "2026-04-22T11:19:34Z",
"trace_id": "4ecebd8e-a38c-4ab2-a0ed-ab51283cbe23",
"weighted_score": 61.27
} | {
"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": 374,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-22T11:19:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 7748
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0020222",
"timestamp": "2026-04-01T15:37:02Z",
"trace_id": "5d546425-7cdc-48f8-a408-dcbbee21fb12",
"weighted_score": 55.41
} | {
"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": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 987,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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},
"timestamp": "2026-04-01T15:37:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 4258
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0509864",
"timestamp": "2026-04-07T07:37:44Z",
"trace_id": "85dfa718-be09-4cb9-829a-1b3d6fea3fec",
"weighted_score": 77.48
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 754,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
"noise_level_db": 35
},
"timestamp": "2026-04-07T07:37:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8027
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0904894",
"timestamp": "2026-04-11T21:21:34Z",
"trace_id": "6f30d401-f695-48ca-a5fd-90d0167cd36a",
"weighted_score": 17.17
} | {
"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": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 655,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-11T21:21:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"total_execution_ms": 8189
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1390968",
"timestamp": "2026-04-17T12:22:48Z",
"trace_id": "4fd9facd-d920-4bc6-b638-309bca057375",
"weighted_score": 60.99
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 962,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-17T12:22:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 7591
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1175312",
"timestamp": "2026-04-15T00:28:32Z",
"trace_id": "5fd2fd0c-4bdc-4b50-91e9-dfa1d499d69c",
"weighted_score": 99.26
} | {
"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": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 170,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-15T00:28:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"success_rate": 0.5,
"total_execution_ms": 6987
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1926279",
"timestamp": "2026-04-23T17:04:39Z",
"trace_id": "6636fb05-8889-486d-9b34-57535c97ad3b",
"weighted_score": 23.33
} | {
"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": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 186,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T17:04:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.74,
"total_execution_ms": 1770
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1693178",
"timestamp": "2026-04-21T00:19:38Z",
"trace_id": "e08c9960-4be6-446b-a998-ace300eef089",
"weighted_score": 41.41
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 771,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-21T00:19:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 9085
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1822877",
"timestamp": "2026-04-22T12:21:17Z",
"trace_id": "c68b3e24-2e18-4ea8-97d7-763837a7fa2b",
"weighted_score": 54.7
} | {
"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": 0.988,
"engine": "nemesis_planner",
"mcts_branches": 273,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-22T12:21:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 9325
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0149947",
"timestamp": "2026-04-03T03:39:07Z",
"trace_id": "ec55918f-36ce-48ee-93f0-c95a222d1d79",
"weighted_score": 85.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.946,
"engine": "nemesis_planner",
"mcts_branches": 597,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T03:39:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 1441
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1947438",
"timestamp": "2026-04-23T22:57:18Z",
"trace_id": "66d4403d-291a-470d-9c16-d19a2b99b754",
"weighted_score": 76.99
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 740,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-23T22:57:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 1411
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1550390",
"timestamp": "2026-04-19T08:39:50Z",
"trace_id": "702e2052-0333-496b-b444-6ee199f990ba",
"weighted_score": 42.96
} | {
"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": 0.782,
"engine": "nemesis_planner",
"mcts_branches": 669,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T08:39:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 9654
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0212907",
"timestamp": "2026-04-03T21:08:27Z",
"trace_id": "5ab57c23-8b8b-40e4-9d12-3758c46d2ef6",
"weighted_score": 42.04
} | {
"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": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 989,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-03T21:08:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 7084
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2034554",
"timestamp": "2026-04-24T23:09:14Z",
"trace_id": "a74453c4-128e-4a82-aa82-d72b4b465a8b",
"weighted_score": 19.83
} | {
"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": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 984,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-24T23:09:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5336
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1020580",
"timestamp": "2026-04-13T05:29:40Z",
"trace_id": "d86195d3-55c9-421c-beef-ccd24583d96d",
"weighted_score": 41.15
} | {
"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": 0.88,
"engine": "nemesis_planner",
"mcts_branches": 660,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-13T05:29:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 2941
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1161250",
"timestamp": "2026-04-14T20:34:10Z",
"trace_id": "79dd2ece-515b-4e21-8da5-6778f2793e7e",
"weighted_score": 40.8
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 872,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-14T20:34:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2035607",
"timestamp": "2026-04-24T23:26:47Z",
"trace_id": "5dc5f9e4-446d-4826-8424-c18ed3862d6b",
"weighted_score": 21.63
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-24T23:26:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8042
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1341889",
"timestamp": "2026-04-16T22:44:49Z",
"trace_id": "cf606448-dceb-4658-a2cb-edf6ad1c4eb6",
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} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0759357",
"timestamp": "2026-04-10T04:55:57Z",
"trace_id": "52ac5ca1-4faa-4898-abdc-583518b89a9b",
"weighted_score": 71.13
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T04:55:57Z"
},
{
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... | {
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"total_execution_ms": 4026
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0649785",
"timestamp": "2026-04-08T22:29:45Z",
"trace_id": "d7e65fc5-0ddb-4cb2-a1ed-b7363df2e26a",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T22:29:45Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0396991",
"timestamp": "2026-04-06T00:16:31Z",
"trace_id": "6b3feeef-e331-4685-8fd8-04c666911e25",
"weighted_score": 73.96
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T00:16:31Z"
},
{
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"total_execution_ms": 1946
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-18T08:29:19Z",
"trace_id": "c3dd8a34-6180-43f4-bb26-45d659e1d39d",
"weighted_score": 50.08
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T08:29:19Z"
},
{
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"total_execution_ms": 6715
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0491318",
"timestamp": "2026-04-07T02:28:38Z",
"trace_id": "1747c8bb-a51b-4164-a906-762e561fbb55",
"weighted_score": 59.8
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T02:28:38Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0267121",
"timestamp": "2026-04-04T12:12:01Z",
"trace_id": "51046350-d282-4287-b654-b1a7fe7e24fd",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0200165",
"timestamp": "2026-04-03T17:36:05Z",
"trace_id": "8ac2be91-6943-4a52-b016-dc35898c756e",
"weighted_score": 85.18
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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"total_execution_ms": 2614
} | {
"fitness_score_update": 0.01,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0162380",
"timestamp": "2026-04-03T07:06:20Z",
"trace_id": "d06676e8-d122-42a7-a514-cf785a0015dc",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0382311",
"timestamp": "2026-04-05T20:11:51Z",
"trace_id": "b161451d-6550-49f6-84f3-d293293bb6a3",
"weighted_score": 80.34
} | {
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T20:11:51Z"
},
{
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"total_execution_ms": 2169
} | {
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"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2213799",
"timestamp": "2026-04-27T00:56:39Z",
"trace_id": "2ab30ff6-ae37-487d-8b31-bbae3cf19926",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T00:56:39Z"
},
{
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"total_execution_ms": 5521
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1946524",
"timestamp": "2026-04-23T22:42:04Z",
"trace_id": "073a1239-9d5a-4a1a-9363-c84356f82cfd",
"weighted_score": 34.24
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T22:42:04Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1230890",
"timestamp": "2026-04-15T15:54:50Z",
"trace_id": "0e52a684-3258-42f1-bb9a-f2a8eface04c",
"weighted_score": 43.41
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T15:54:50Z"
},
{
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"total_execution_ms": 8087
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0036750",
"timestamp": "2026-04-01T20:12:30Z",
"trace_id": "cde87711-b71b-4f9e-b260-031238df3d94",
"weighted_score": 22.92
} | {
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T20:12:30Z"
},
{
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... | {
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"total_execution_ms": 7761
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0408755",
"timestamp": "2026-04-06T03:32:35Z",
"trace_id": "6fc56caa-aeb1-49d5-bb67-e5c36592f5e3",
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} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T03:32:35Z"
},
{
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} | {
"fitness_score_update": 0.21,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2137910",
"timestamp": "2026-04-26T03:51:50Z",
"trace_id": "9c0d54de-da5e-4e7d-95b6-cad2531817f0",
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} | {
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"chain": "prod-cluster-01",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T03:51:50Z"
},
{
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"total_execution_ms": 3371
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0542899",
"timestamp": "2026-04-07T16:48:19Z",
"trace_id": "fcf8e589-0320-420f-8208-3f4cf200530c",
"weighted_score": 32.87
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 780,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
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"latency_ms": 449,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-07T16:48:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 2447
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2376277",
"timestamp": "2026-04-28T22:04:37Z",
"trace_id": "cfdaea12-ab11-47d9-8835-86d80fe4700f",
"weighted_score": 53.51
} | {
"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": 981,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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},
"timestamp": "2026-04-28T22:04:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 8881
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2048416",
"timestamp": "2026-04-25T03:00:16Z",
"trace_id": "f78a78a2-4a82-46af-ad3c-5e8eb8021ab9",
"weighted_score": 42.52
} | {
"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": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 836,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-25T03:00:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9421
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1604417",
"timestamp": "2026-04-19T23:40:17Z",
"trace_id": "897d6192-7f99-48e7-829b-dc8b3366df66",
"weighted_score": 38.71
} | {
"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": 0.724,
"engine": "nemesis_planner",
"mcts_branches": 914,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-19T23:40:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8650
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0485654",
"timestamp": "2026-04-07T00:54:14Z",
"trace_id": "fdf91d1f-55fe-4ecc-b1fe-3c3e2990d516",
"weighted_score": 83.44
} | {
"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": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 390,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-07T00:54:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"success_rate": 0.56,
"total_execution_ms": 9753
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1330827",
"timestamp": "2026-04-16T19:40:27Z",
"trace_id": "b3883a0e-e04b-46b3-8ced-52f0c8dc4be5",
"weighted_score": 74.31
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 376,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T19:40:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 9053
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1228401",
"timestamp": "2026-04-15T15:13:21Z",
"trace_id": "da2bb44e-0772-4f81-9f3f-3ebcfada5a5a",
"weighted_score": 46.49
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.738,
"engine": "nemesis_planner",
"mcts_branches": 500,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T15:13:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.74,
"total_execution_ms": 9727
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1317939",
"timestamp": "2026-04-16T16:05:39Z",
"trace_id": "a948e551-c74d-47b0-b6c5-e469dbe9186e",
"weighted_score": 57
} | {
"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": 0.726,
"engine": "nemesis_planner",
"mcts_branches": 753,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T16:05:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 9321
} | {
"fitness_score_update": 0.09,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2379385",
"timestamp": "2026-04-28T22:56:25Z",
"trace_id": "34ac0187-fa84-4538-80c5-8ffab54cf228",
"weighted_score": 43.76
} | {
"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": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 966,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T22:56:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.72,
"total_execution_ms": 4223
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0367900",
"timestamp": "2026-04-05T16:11:40Z",
"trace_id": "a0c2d076-1bc5-40fd-bdac-10a30b807518",
"weighted_score": 46.33
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-05T16:11:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 6236
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0700646",
"timestamp": "2026-04-09T12:37:26Z",
"trace_id": "bb794031-89ec-4e37-a2f7-1a428ed6728d",
"weighted_score": 96.38
} | {
"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": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 138,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-09T12:37:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"success_rate": 0.6,
"total_execution_ms": 7551
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2353789",
"timestamp": "2026-04-28T15:49:49Z",
"trace_id": "8801d476-b20d-4fd3-9c94-4c55e44bad0e",
"weighted_score": 89.03
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 579,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T15:49:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4416
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1210421",
"timestamp": "2026-04-15T10:13:41Z",
"trace_id": "bbf94ceb-f841-4220-8aa9-a5964267d14a",
"weighted_score": 67.48
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 926,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T10:13:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 3620
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0876842",
"timestamp": "2026-04-11T13:34:02Z",
"trace_id": "fc1baac7-ec4f-4f99-9be1-b5e8d60938a6",
"weighted_score": 12.07
} | {
"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": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 996,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T13:34:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"success_rate": 0.51,
"total_execution_ms": 7063
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0999233",
"timestamp": "2026-04-12T23:33:53Z",
"trace_id": "7ee3a9ca-e515-45bb-a489-cc88452a9215",
"weighted_score": 41.15
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 832,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T23:33:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"total_execution_ms": 4863
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0217773",
"timestamp": "2026-04-03T22:29:33Z",
"trace_id": "f209f9c9-3d52-4457-88a6-4e952c138f21",
"weighted_score": 93.04
} | {
"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": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T22:29:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"total_execution_ms": 9520
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0640436",
"timestamp": "2026-04-08T19:53:56Z",
"trace_id": "c650ed6d-7eb7-40df-a41e-b5baa34966c6",
"weighted_score": 94.6
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T19:53:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0363469",
"timestamp": "2026-04-05T14:57:49Z",
"trace_id": "6241ace7-d1ec-4982-a373-f7d4447dfbc8",
"weighted_score": 75.52
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 332,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.346,
"latency_ms": 95,
"node_provider": "CrowdStrike",
"noise_level_db": 29
},
"timestamp": "2026-04-05T14:57:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 1352
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2329468",
"timestamp": "2026-04-28T09:04:28Z",
"trace_id": "0dd9242a-0b54-4a40-9b87-1820d98f7db4",
"weighted_score": 21.07
} | {
"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": 0.826,
"engine": "nemesis_planner",
"mcts_branches": 253,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.175,
"latency_ms": 163,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-28T09:04:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9665
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1791149",
"timestamp": "2026-04-22T03:32:29Z",
"trace_id": "7b6f4514-b7d7-475f-93b5-d9e36f3717a4",
"weighted_score": 48.16
} | {
"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": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 470,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.745,
"latency_ms": 207,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-22T03:32:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 6692
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0667811",
"timestamp": "2026-04-09T03:30:11Z",
"trace_id": "427f6050-2f89-4d6c-8c31-8c1c61c025f3",
"weighted_score": 85.75
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 601,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.563,
"latency_ms": 225,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-09T03:30:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 8191
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1803257",
"timestamp": "2026-04-22T06:54:17Z",
"trace_id": "f1fe290b-9acd-4f95-b9f2-6898eb005fc1",
"weighted_score": 87.11
} | {
"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": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 919,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.208,
"latency_ms": 396,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-22T06:54:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 6224
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0121983",
"timestamp": "2026-04-02T19:53:03Z",
"trace_id": "72ad7129-57ac-49d8-90f3-185916b7b5b8",
"weighted_score": 78.73
} | {
"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": 0.776,
"engine": "nemesis_planner",
"mcts_branches": 473,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.347,
"latency_ms": 33,
"node_provider": "Azure_Sentinel",
"noise_level_db": 48
},
"timestamp": "2026-04-02T19:53:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 9358
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1743988",
"timestamp": "2026-04-21T14:26:28Z",
"trace_id": "21fd3d44-0d0d-48ab-8fa6-a352cd9e6ed7",
"weighted_score": 34.42
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 470,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.714,
"latency_ms": 189,
"node_provider": "Local_Syslog",
"noise_level_db": 29
},
"timestamp": "2026-04-21T14:26:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 8572
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2360260",
"timestamp": "2026-04-28T17:37:40Z",
"trace_id": "5d9075ac-2436-4263-9112-dcdf4f6d64a7",
"weighted_score": 88.02
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 254,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.872,
"latency_ms": 428,
"node_provider": "CloudTrail",
"noise_level_db": 74
},
"timestamp": "2026-04-28T17:37:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 7282
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1804384",
"timestamp": "2026-04-22T07:13:04Z",
"trace_id": "8a4ca08b-31a5-46cd-8ff8-989ff8290adf",
"weighted_score": 71.63
} | {
"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": 0.943,
"engine": "nemesis_planner",
"mcts_branches": 754,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.756,
"latency_ms": 144,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-22T07:13:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 8424
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1510597",
"timestamp": "2026-04-18T21:36:37Z",
"trace_id": "9d0e2bee-2db8-4c04-8d14-0e34987e3f2e",
"weighted_score": 27.13
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 838,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.468,
"latency_ms": 185,
"node_provider": "Azure_Sentinel",
"noise_level_db": 30
},
"timestamp": "2026-04-18T21:36:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 1371
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1433404",
"timestamp": "2026-04-18T00:10:04Z",
"trace_id": "8d79903c-826b-4fa5-a7c7-433ebed0fba2",
"weighted_score": 50.02
} | {
"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": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.952,
"latency_ms": 375,
"node_provider": "Azure_Sentinel",
"noise_level_db": 40
},
"timestamp": "2026-04-18T00:10:04Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 3040
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0141949",
"timestamp": "2026-04-03T01:25:49Z",
"trace_id": "d4e83e58-2328-4f97-8293-6bb4a61560bf",
"weighted_score": 66.52
} | {
"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": 383,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.554,
"latency_ms": 294,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-03T01:25:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 7776
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1370610",
"timestamp": "2026-04-17T06:43:30Z",
"trace_id": "c269a569-04ee-4c1a-8e5f-791a109bf1eb",
"weighted_score": 45.05
} | {
"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": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 792,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.726,
"latency_ms": 376,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-17T06:43:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 6136
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1295274",
"timestamp": "2026-04-16T09:47:54Z",
"trace_id": "71f07d4f-5edc-4910-94af-7345a783e33a",
"weighted_score": 62.49
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 349,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.475,
"latency_ms": 20,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-16T09:47:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 1831
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2441675",
"timestamp": "2026-04-29T16:14:35Z",
"trace_id": "3a3c6c9c-5bcf-4c58-bb23-2faf5e82ad51",
"weighted_score": 84.47
} | {
"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": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 983,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.513,
"latency_ms": 177,
"node_provider": "CrowdStrike",
"noise_level_db": 68
},
"timestamp": "2026-04-29T16:14:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8606
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
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