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": "impact_achieved",
"id": "NEMESIS-1290047",
"timestamp": "2026-04-16T08:20:47Z",
"trace_id": "97d12f2d-d4c4-42d1-97e0-912b230f4b56",
"weighted_score": 48.71
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 444,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.169,
"latency_ms": 147,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-16T08:20:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 7264
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1273393",
"timestamp": "2026-04-16T03:43:13Z",
"trace_id": "6e32e888-6e92-4145-b7e5-da1a7f59079a",
"weighted_score": 53.59
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 742,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.383,
"latency_ms": 83,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-16T03:43:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6275
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0836100",
"timestamp": "2026-04-11T02:15:00Z",
"trace_id": "1d2e53a4-657a-4619-971f-831923470168",
"weighted_score": 69.54
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 357,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 421,
"node_provider": "Azure_Sentinel",
"noise_level_db": 62
},
"timestamp": "2026-04-11T02:15:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 5103
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0498389",
"timestamp": "2026-04-07T04:26:29Z",
"trace_id": "8d2773c3-104b-4650-a487-a16eb6189cdc",
"weighted_score": 74.15
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 568,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.735,
"latency_ms": 190,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-07T04:26:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9925
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2181800",
"timestamp": "2026-04-26T16:03:20Z",
"trace_id": "753538da-1fb0-40da-848a-c364352b06d2",
"weighted_score": 31.3
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 792,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.364,
"latency_ms": 301,
"node_provider": "CloudTrail",
"noise_level_db": 24
},
"timestamp": "2026-04-26T16:03:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9399
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0577899",
"timestamp": "2026-04-08T02:31:39Z",
"trace_id": "5e5af120-76a9-4391-82e3-8a2efa7afea6",
"weighted_score": 91.63
} | {
"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": 0.706,
"engine": "nemesis_planner",
"mcts_branches": 114,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.915,
"latency_ms": 318,
"node_provider": "CrowdStrike",
"noise_level_db": 73
},
"timestamp": "2026-04-08T02:31:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 9744
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2291298",
"timestamp": "2026-04-27T22:28:18Z",
"trace_id": "8f8dcc9e-1340-4ea3-b893-2bba9237a722",
"weighted_score": 14.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 583,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.869,
"latency_ms": 208,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-27T22:28:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 2735
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0416592",
"timestamp": "2026-04-06T05:43:12Z",
"trace_id": "d147d597-9286-4271-9779-3597273195e3",
"weighted_score": 48.54
} | {
"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": 0.733,
"engine": "nemesis_planner",
"mcts_branches": 911,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.61,
"latency_ms": 462,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-06T05:43:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 6768
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2486787",
"timestamp": "2026-04-30T04:46:27Z",
"trace_id": "b0f81fa5-9acb-4e4d-88af-0a70dce1e220",
"weighted_score": 61.29
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 242,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.138,
"latency_ms": 121,
"node_provider": "CloudTrail",
"noise_level_db": 43
},
"timestamp": "2026-04-30T04:46:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3533
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1946065",
"timestamp": "2026-04-23T22:34:25Z",
"trace_id": "1aca8b55-0db6-44af-a53b-20a43e1bc81f",
"weighted_score": 24.99
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 637,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.735,
"latency_ms": 435,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-23T22:34:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 5003
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1447431",
"timestamp": "2026-04-18T04:03:51Z",
"trace_id": "8a0b3cff-09e7-46a1-b743-dfba580641d5",
"weighted_score": 84.14
} | {
"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": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 316,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.716,
"latency_ms": 116,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-18T04:03:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3999
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0195024",
"timestamp": "2026-04-03T16:10:24Z",
"trace_id": "9d4cd652-4a86-454d-b98b-1816d7dbd3ea",
"weighted_score": 15.74
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 104,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.731,
"latency_ms": 204,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-03T16:10:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 2457
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2493707",
"timestamp": "2026-04-30T06:41:47Z",
"trace_id": "43ace88f-c908-4fb5-b098-d6e455968258",
"weighted_score": 93.91
} | {
"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": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 291,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.629,
"latency_ms": 270,
"node_provider": "Azure_Sentinel",
"noise_level_db": 26
},
"timestamp": "2026-04-30T06:41:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 7144
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0500289",
"timestamp": "2026-04-07T04:58:09Z",
"trace_id": "bedecd06-f66f-4053-af34-e5edecc8e784",
"weighted_score": 32.89
} | {
"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": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 719,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.827,
"latency_ms": 227,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-07T04:58:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7301
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1732773",
"timestamp": "2026-04-21T11:19:33Z",
"trace_id": "005b6044-fa5e-491d-8d63-cd8eb817e4af",
"weighted_score": 74.63
} | {
"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": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 935,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.392,
"latency_ms": 405,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-21T11:19:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 3110
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1561067",
"timestamp": "2026-04-19T11:37:47Z",
"trace_id": "fae0bc56-3bef-4910-b314-fb136b5c4f59",
"weighted_score": 70.8
} | {
"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": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 628,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.142,
"latency_ms": 392,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-19T11:37:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 5970
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2389569",
"timestamp": "2026-04-29T01:46:09Z",
"trace_id": "8c7189e4-b1dc-4db7-948b-bb21addb59f5",
"weighted_score": 37.25
} | {
"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": 0.899,
"engine": "nemesis_planner",
"mcts_branches": 337,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.379,
"latency_ms": 427,
"node_provider": "CrowdStrike",
"noise_level_db": 42
},
"timestamp": "2026-04-29T01:46:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
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} | {
"fitness_score_update": 0.41,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1544337",
"timestamp": "2026-04-19T06:58:57Z",
"trace_id": "f04c404e-79d6-427b-8237-c4ebcf179a6a",
"weighted_score": 65.07
} | {
"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"
} | {
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"mcts_branches": 370,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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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": "exfiltration_complete",
"id": "NEMESIS-1167521",
"timestamp": "2026-04-14T22:18:41Z",
"trace_id": "acd62c38-280b-417e-8072-4c36ba8df3aa",
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} | {
"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": "2026-04-14T22:18:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0764192",
"timestamp": "2026-04-10T06:16:32Z",
"trace_id": "833648fd-cc9b-4f72-82a9-ba5ce17b4138",
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} | {
"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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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0895042",
"timestamp": "2026-04-11T18:37:22Z",
"trace_id": "39868146-b5a4-4b74-a26d-74edb6d5b4f3",
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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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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0046633",
"timestamp": "2026-04-01T22:57:13Z",
"trace_id": "54dcbf9a-e920-49b4-a385-2b63824d65e3",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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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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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0651592",
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"trace_id": "98f6a827-f926-425f-9879-c4a4f41250f1",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6222
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0749287",
"timestamp": "2026-04-10T02:08:07Z",
"trace_id": "b9371619-1b27-4705-b70d-1aa64dae04cf",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2390883",
"timestamp": "2026-04-29T02:08:03Z",
"trace_id": "66941ada-509f-4906-ba35-3974b94108e4",
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} | {
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"chain": "us-east-1",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1796014",
"timestamp": "2026-04-22T04:53:34Z",
"trace_id": "fde64393-076a-459b-aed5-c9f11a215629",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T04:53:34Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0964301",
"timestamp": "2026-04-12T13:51:41Z",
"trace_id": "95bcc4b8-26ec-428d-86c5-b6c133ce464a",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
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"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-12T13:51:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.12,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0454199",
"timestamp": "2026-04-06T16:09:59Z",
"trace_id": "6a47a8d1-4a82-49b2-a6df-e4bf0f9564e2",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1938701",
"timestamp": "2026-04-23T20:31:41Z",
"trace_id": "74b13739-4a10-42a8-be21-893252a4ef70",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
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},
"timestamp": "2026-04-23T20:31:41Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2228382",
"timestamp": "2026-04-27T04:59:42Z",
"trace_id": "ab268675-a5d9-4ea1-8356-4cb5e5c3b270",
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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": "2026-04-27T04:59:42Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1685448",
"timestamp": "2026-04-20T22:10:48Z",
"trace_id": "cf6e22b7-778f-4235-b61d-12e97571a462",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T22:10:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1211
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-19T08:57:59Z",
"trace_id": "26191acd-be01-43d0-b792-3c4f92100131",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-19T08:57:59Z"
},
{
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"total_execution_ms": 3904
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1697322",
"timestamp": "2026-04-21T01:28:42Z",
"trace_id": "c8d941ae-2294-4163-a443-7dd018f0ad8d",
"weighted_score": 50.49
} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-21T01:28:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9379
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1828343",
"timestamp": "2026-04-22T13:52:23Z",
"trace_id": "4d0e42e0-0ed7-488c-9c7a-6aefa998e43e",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-22T13:52:23Z"
},
{
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"success_rate": 0.81,
"total_execution_ms": 8931
} | {
"fitness_score_update": -0.07,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2122116",
"timestamp": "2026-04-25T23:28:36Z",
"trace_id": "2fd8f001-0a88-4e0d-a215-bab440f6fdfb",
"weighted_score": 59.33
} | {
"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": 0.904,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-25T23:28:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0649198",
"timestamp": "2026-04-08T22:19:58Z",
"trace_id": "82c9a8e7-0024-4f93-a41a-e3022cda9ace",
"weighted_score": 40.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-08T22:19:58Z"
},
{
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} | {
"fitness_score_update": 0.11,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1597745",
"timestamp": "2026-04-19T21:49:05Z",
"trace_id": "550d0e77-977a-4456-8f35-6bee174fe4c4",
"weighted_score": 80.85
} | {
"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": "2026-04-19T21:49:05Z"
},
{
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"total_execution_ms": 9871
} | {
"fitness_score_update": 0.14,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0698077",
"timestamp": "2026-04-09T11:54:37Z",
"trace_id": "e5960f4c-2ecb-4788-8fee-12f98b3e3af2",
"weighted_score": 97.79
} | {
"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": "2026-04-09T11:54:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2901
} | {
"fitness_score_update": 0.45,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2254611",
"timestamp": "2026-04-27T12:16:51Z",
"trace_id": "ad29ff2d-cf68-4589-93ef-465ac3f2648f",
"weighted_score": 27.02
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T12:16:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5874
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1547354",
"timestamp": "2026-04-19T07:49:14Z",
"trace_id": "38ac6a60-9ca0-4f9e-b917-18697ad8e175",
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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"
} | {
"confidence_score": 0.908,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T07:49:14Z"
},
{
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"total_execution_ms": 8409
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0438153",
"timestamp": "2026-04-06T11:42:33Z",
"trace_id": "48191f7d-5baf-4b60-b15a-4989c08bdf18",
"weighted_score": 94
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T11:42:33Z"
},
{
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"total_execution_ms": 9810
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0393988",
"timestamp": "2026-04-05T23:26:28Z",
"trace_id": "033dd8b4-5a12-4568-a38b-70923b7f5c0c",
"weighted_score": 86.13
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
"timestamp": "2026-04-05T23:26:28Z"
},
{
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"total_execution_ms": 7631
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2352323",
"timestamp": "2026-04-28T15:25:23Z",
"trace_id": "0f9767f5-61cc-4096-951d-94a6ead44e12",
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} | {
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"chain": "ubuntu-22.04",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T15:25:23Z"
},
{
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"total_execution_ms": 1599
} | {
"fitness_score_update": 0.16,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2055779",
"timestamp": "2026-04-25T05:02:59Z",
"trace_id": "b9e5d04a-e38c-409b-bdf4-32f5351a1bae",
"weighted_score": 72.5
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T05:02:59Z"
},
{
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"total_execution_ms": 6389
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2047332",
"timestamp": "2026-04-25T02:42:12Z",
"trace_id": "f25f52b3-a204-4b53-8fd3-a649f96a2f66",
"weighted_score": 12.23
} | {
"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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},
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},
{
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"total_execution_ms": 6081
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2217653",
"timestamp": "2026-04-27T02:00:53Z",
"trace_id": "0c6d2b2e-c4b2-4132-b944-d53e40769551",
"weighted_score": 67.15
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T02:00:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.9,
"total_execution_ms": 8998
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0521300",
"timestamp": "2026-04-07T10:48:20Z",
"trace_id": "86ca09e8-57f1-45be-b1b2-4a602cf5c354",
"weighted_score": 78.41
} | {
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-07T10:48:20Z"
},
{
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"total_execution_ms": 6169
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0195754",
"timestamp": "2026-04-03T16:22:34Z",
"trace_id": "3a670b7c-66bc-4e31-94db-bfd0d4c29c9b",
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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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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T16:22:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 3716
} | {
"fitness_score_update": 0.2,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1280082",
"timestamp": "2026-04-16T05:34:42Z",
"trace_id": "8b758b58-f1ac-462e-8490-44ce94568518",
"weighted_score": 46.13
} | {
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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": "2026-04-16T05:34:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.7,
"total_execution_ms": 1535
} | {
"fitness_score_update": -0.01,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2156135",
"timestamp": "2026-04-26T08:55:35Z",
"trace_id": "98c9bdc8-ea0a-4b5a-b76e-61a5bc114c2b",
"weighted_score": 66.12
} | {
"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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"mcts_branches": 376,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T08:55:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.86,
"total_execution_ms": 6875
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0221975",
"timestamp": "2026-04-03T23:39:35Z",
"trace_id": "0d5cdbc3-320a-48f5-9a34-151413d47008",
"weighted_score": 89.7
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T23:39:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"success_rate": 0.67,
"total_execution_ms": 1701
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1791125",
"timestamp": "2026-04-22T03:32:05Z",
"trace_id": "e7deff3a-4127-4595-bf95-c2504b927d30",
"weighted_score": 77.41
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 247,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-22T03:32:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 9709
} | {
"fitness_score_update": 0.25,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1264776",
"timestamp": "2026-04-16T01:19:36Z",
"trace_id": "7318571f-9205-4c45-882f-1722fd25b65f",
"weighted_score": 46.92
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.748,
"engine": "nemesis_planner",
"mcts_branches": 125,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-16T01:19:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.65,
"total_execution_ms": 8347
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0158008",
"timestamp": "2026-04-03T05:53:28Z",
"trace_id": "5236bed1-aa3d-437c-a403-e01f84baa58b",
"weighted_score": 36.3
} | {
"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": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-03T05:53:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"total_execution_ms": 4637
} | {
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"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2058487",
"timestamp": "2026-04-25T05:48:07Z",
"trace_id": "6f66d9b4-501b-4b99-8a0c-77f881f5e047",
"weighted_score": 21.99
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 550,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T05:48:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3486
} | {
"fitness_score_update": 0.31,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0645079",
"timestamp": "2026-04-08T21:11:19Z",
"trace_id": "5bd8b0f5-b4fa-4e81-8b31-6b7ee53bcafc",
"weighted_score": 67.16
} | {
"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"
} | {
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"mcts_branches": 581,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2290986",
"timestamp": "2026-04-27T22:23:06Z",
"trace_id": "d0441e5a-c0a1-4da7-ba6f-1f6d7470a4f4",
"weighted_score": 12.56
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"total_execution_ms": 8221
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0135016",
"timestamp": "2026-04-02T23:30:16Z",
"trace_id": "9a274ada-bc81-4ee2-8705-d359c88065ca",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T23:30:16Z"
},
{
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"total_execution_ms": 9788
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0512238",
"timestamp": "2026-04-07T08:17:18Z",
"trace_id": "5a467bbd-7ccf-4dcf-b2a5-a1637d98e993",
"weighted_score": 34.43
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 187,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-07T08:17:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 6780
} | {
"fitness_score_update": 0.35,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0112840",
"timestamp": "2026-04-02T17:20:40Z",
"trace_id": "966a2d2e-d16e-474d-8f94-299576f32782",
"weighted_score": 54.92
} | {
"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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} | [
{
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},
"timestamp": "2026-04-02T17:20:40Z"
},
{
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"total_execution_ms": 2582
} | {
"fitness_score_update": 0.26,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0416778",
"timestamp": "2026-04-06T05:46:18Z",
"trace_id": "83690dcb-47ea-43db-80e6-f329a8620ae8",
"weighted_score": 18.4
} | {
"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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"mcts_branches": 774,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T05:46:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9454
} | {
"fitness_score_update": 0.09,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1418820",
"timestamp": "2026-04-17T20:07:00Z",
"trace_id": "cdd1efc2-b866-42d6-a3d7-1aca5219567b",
"weighted_score": 57.44
} | {
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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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"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T20:07:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 7315
} | {
"fitness_score_update": 0.13,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0109554",
"timestamp": "2026-04-02T16:25:54Z",
"trace_id": "79d04c61-9317-43d4-8be5-a14eb00e5f51",
"weighted_score": 33.53
} | {
"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": 523,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T16:25:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"success_rate": 0.92,
"total_execution_ms": 1882
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1947967",
"timestamp": "2026-04-23T23:06:07Z",
"trace_id": "fe67c57d-5912-438c-bb1c-44b57710174c",
"weighted_score": 43.4
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T23:06:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7846
} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1906529",
"timestamp": "2026-04-23T11:35:29Z",
"trace_id": "9d80ba27-5894-4913-87f7-b020a856b091",
"weighted_score": 31.95
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.792,
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"mcts_branches": 204,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T11:35:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 3444
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1750324",
"timestamp": "2026-04-21T16:12:04Z",
"trace_id": "7be31d19-00f3-4bd3-bb80-b5c366a7f073",
"weighted_score": 92.36
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 194,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T16:12:04Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.88,
"total_execution_ms": 6569
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1241445",
"timestamp": "2026-04-15T18:50:45Z",
"trace_id": "927e86c1-893e-4e18-a084-3130dafe05d7",
"weighted_score": 47.2
} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T18:50:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
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"success_rate": 0.57,
"total_execution_ms": 7579
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1478161",
"timestamp": "2026-04-18T12:36:01Z",
"trace_id": "83397890-9de1-4b16-b51c-5b16a5307607",
"weighted_score": 28.32
} | {
"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": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 331,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T12:36:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"total_execution_ms": 6631
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0576941",
"timestamp": "2026-04-08T02:15:41Z",
"trace_id": "9c09b877-9d4c-4f7f-86fc-792747b6176e",
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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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} | [
{
"action": "CONTAINER_RECON",
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7771
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
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"trace_id": "ccb07d94-c5b2-48d1-8ad1-c05ce1419728",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
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"timestamp": "2026-04-19T07:22:34Z",
"trace_id": "b610f69c-713e-4adf-a4fa-c5eded1b4092",
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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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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-08T18:38:56Z",
"trace_id": "58d89dbe-9c0d-4adc-a858-fe381d95120e",
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} | {
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} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
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} | {
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} | {
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} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "3130e7d2-6df8-475a-ae3d-e9c6ef38078c",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
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} | {
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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 | {
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} | {
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} | [
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "94d89c6a-be42-44b1-ae8a-85a894609c46",
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} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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} | {
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} | {
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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 | {
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} | {
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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 | {
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"trace_id": "357114d8-852c-4643-af92-250be541faee",
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} | {
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} | {
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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 | {
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "1bb8a3da-6f43-44b0-ad4b-ff727cc3cdc5",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-08T12:58:37Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-12T07:23:34Z",
"trace_id": "9116109f-8c16-4666-a8d9-d96cf922b761",
"weighted_score": 92.25
} | {
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"chain": "us-east-1",
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} | {
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} | [
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},
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},
{
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"total_execution_ms": 5361
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-02T17:27:25Z",
"trace_id": "cdaf828e-6341-4dad-9c8a-febf274d8752",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-13T17:02:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5038
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1368078",
"timestamp": "2026-04-17T06:01:18Z",
"trace_id": "83c49e70-210d-4ced-9d87-d5d922e4f0bb",
"weighted_score": 65.27
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 727,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.457,
"latency_ms": 424,
"node_provider": "Azure_Sentinel",
"noise_level_db": 62
},
"timestamp": "2026-04-17T06:01:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9522
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0064309",
"timestamp": "2026-04-02T03:51:49Z",
"trace_id": "41d3ea89-874c-42ce-b628-371ac2511257",
"weighted_score": 36.14
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 769,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.279,
"latency_ms": 117,
"node_provider": "Azure_Sentinel",
"noise_level_db": 46
},
"timestamp": "2026-04-02T03:51:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9858
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1454344",
"timestamp": "2026-04-18T05:59:04Z",
"trace_id": "3c5aa8c8-5353-423e-aa7e-9a11e12c958f",
"weighted_score": 18.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 402,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.568,
"latency_ms": 6,
"node_provider": "CrowdStrike",
"noise_level_db": 42
},
"timestamp": "2026-04-18T05:59:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 5150
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0924305",
"timestamp": "2026-04-12T02:45:05Z",
"trace_id": "0244563a-16ef-40c1-a204-164a6423eff0",
"weighted_score": 93.52
} | {
"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": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.513,
"latency_ms": 411,
"node_provider": "Azure_Sentinel",
"noise_level_db": 65
},
"timestamp": "2026-04-12T02:45:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 4442
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2162524",
"timestamp": "2026-04-26T10:42:04Z",
"trace_id": "ee477a81-f200-4700-a5a1-578579af3937",
"weighted_score": 81.89
} | {
"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": 0.944,
"engine": "nemesis_planner",
"mcts_branches": 998,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.771,
"latency_ms": 337,
"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-26T10:42:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 3673
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0871395",
"timestamp": "2026-04-11T12:03:15Z",
"trace_id": "47f0ccdf-3303-46af-813b-a74d56741d39",
"weighted_score": 62.57
} | {
"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": 0.835,
"engine": "nemesis_planner",
"mcts_branches": 321,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.306,
"latency_ms": 198,
"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-11T12:03:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8117
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0113866",
"timestamp": "2026-04-02T17:37:46Z",
"trace_id": "3df0cb44-4ff4-42a7-8d41-d6395335bd03",
"weighted_score": 14.55
} | {
"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": 0.873,
"engine": "nemesis_planner",
"mcts_branches": 606,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.346,
"latency_ms": 480,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-02T17:37:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 4603
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0540387",
"timestamp": "2026-04-07T16:06:27Z",
"trace_id": "cfbe9538-90e1-4526-9f1b-8a8d17af3404",
"weighted_score": 93.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 329,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.273,
"latency_ms": 259,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-07T16:06:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9242
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0195739",
"timestamp": "2026-04-03T16:22:19Z",
"trace_id": "bc2d403e-25ef-4e0a-9de6-e6b700d0c370",
"weighted_score": 31.68
} | {
"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": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 467,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.611,
"latency_ms": 107,
"node_provider": "Local_Syslog",
"noise_level_db": 43
},
"timestamp": "2026-04-03T16:22:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 7680
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2483033",
"timestamp": "2026-04-30T03:43:53Z",
"trace_id": "2aa54775-aacc-4c51-aec5-0943e7593aa7",
"weighted_score": 15.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 618,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.351,
"latency_ms": 319,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-30T03:43:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 1380
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0458700",
"timestamp": "2026-04-06T17:25:00Z",
"trace_id": "8e5732c2-8a27-4152-8d72-f8d05069fb42",
"weighted_score": 74.45
} | {
"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": 0.865,
"engine": "nemesis_planner",
"mcts_branches": 301,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.672,
"latency_ms": 260,
"node_provider": "CloudTrail",
"noise_level_db": 65
},
"timestamp": "2026-04-06T17:25:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 9625
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2313427",
"timestamp": "2026-04-28T04:37:07Z",
"trace_id": "3d4b4422-f505-442b-bc00-d612f6af8512",
"weighted_score": 50.22
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 935,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.501,
"latency_ms": 210,
"node_provider": "Local_Syslog",
"noise_level_db": 60
},
"timestamp": "2026-04-28T04:37:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 9048
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1002238",
"timestamp": "2026-04-13T00:23:58Z",
"trace_id": "ee879f03-dfd5-4bd3-b7f9-10a252057bbb",
"weighted_score": 86.47
} | {
"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": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 924,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.216,
"latency_ms": 51,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-13T00:23:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 6593
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1148093",
"timestamp": "2026-04-14T16:54:53Z",
"trace_id": "a23fbda8-3ea6-4a7e-b489-c8d7e4963a98",
"weighted_score": 90.98
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 259,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.668,
"latency_ms": 122,
"node_provider": "CloudTrail",
"noise_level_db": 69
},
"timestamp": "2026-04-14T16:54:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 3174
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0750282",
"timestamp": "2026-04-10T02:24:42Z",
"trace_id": "768330df-09d5-4d61-8f02-c91db472a7b5",
"weighted_score": 95.42
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 227,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.631,
"latency_ms": 70,
"node_provider": "CrowdStrike",
"noise_level_db": 13
},
"timestamp": "2026-04-10T02:24:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 9041
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
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