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-1380732",
"timestamp": "2026-04-17T09:32:12Z",
"trace_id": "6da7cb72-a545-41bd-88b2-7d848b086abc",
"weighted_score": 68.22
} | {
"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": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 333,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.206,
"latency_ms": 18,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-17T09:32:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9470
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1642349",
"timestamp": "2026-04-20T10:12:29Z",
"trace_id": "ef8c773e-5f8e-4032-b43d-4b32c8c82ffb",
"weighted_score": 50.21
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 412,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.453,
"latency_ms": 348,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-20T10:12:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 7221
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1221374",
"timestamp": "2026-04-15T13:16:14Z",
"trace_id": "b4262391-4c75-4ecf-9fce-f457b075fc4a",
"weighted_score": 98.93
} | {
"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": 0.774,
"engine": "nemesis_planner",
"mcts_branches": 814,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.892,
"latency_ms": 210,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-15T13:16:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 4304
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1276626",
"timestamp": "2026-04-16T04:37:06Z",
"trace_id": "d479c025-f353-40b6-b820-eea1ed4baac0",
"weighted_score": 36.02
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 412,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 236,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-16T04:37:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 2987
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1989256",
"timestamp": "2026-04-24T10:34:16Z",
"trace_id": "24403523-cff9-485a-990a-553a29d9cb81",
"weighted_score": 68.33
} | {
"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": 0.977,
"engine": "nemesis_planner",
"mcts_branches": 625,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.615,
"latency_ms": 26,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-24T10:34:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 3351
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1014632",
"timestamp": "2026-04-13T03:50:32Z",
"trace_id": "b55e1b07-f499-495c-9d69-ef5ed603b194",
"weighted_score": 28.3
} | {
"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": 0.727,
"engine": "nemesis_planner",
"mcts_branches": 624,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.416,
"latency_ms": 231,
"node_provider": "CrowdStrike",
"noise_level_db": 36
},
"timestamp": "2026-04-13T03:50:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 7599
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0603590",
"timestamp": "2026-04-08T09:39:50Z",
"trace_id": "74bfed48-8285-42b7-adf7-7c7f2117ba00",
"weighted_score": 74.26
} | {
"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": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 485,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.771,
"latency_ms": 419,
"node_provider": "Local_Syslog",
"noise_level_db": 11
},
"timestamp": "2026-04-08T09:39:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 9574
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2421475",
"timestamp": "2026-04-29T10:37:55Z",
"trace_id": "0d2d0433-9ab8-458a-a984-ca4d1d908303",
"weighted_score": 51.14
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 185,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.712,
"latency_ms": 261,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-29T10:37:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 6159
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1918320",
"timestamp": "2026-04-23T14:52:00Z",
"trace_id": "4ef82086-3b18-48e6-a8cc-ac9f1aebfa4f",
"weighted_score": 31.2
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.76,
"latency_ms": 98,
"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-23T14:52:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9333
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0194934",
"timestamp": "2026-04-03T16:08:54Z",
"trace_id": "4550f9a7-3585-4d8e-aafd-8536c4bbd4f1",
"weighted_score": 95.86
} | {
"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": 855,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.696,
"latency_ms": 404,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-03T16:08:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 8944
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2309538",
"timestamp": "2026-04-28T03:32:18Z",
"trace_id": "b496dc8d-ce5e-4aed-a58c-59fd90dccb0d",
"weighted_score": 96.94
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.936,
"engine": "nemesis_planner",
"mcts_branches": 334,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.274,
"latency_ms": 103,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-28T03:32:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 5755
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0286840",
"timestamp": "2026-04-04T17:40:40Z",
"trace_id": "21a11df0-bbfa-4385-ba6f-9c706b69ad5b",
"weighted_score": 38.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 170,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.135,
"latency_ms": 464,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-04T17:40:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 4138
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0620869",
"timestamp": "2026-04-08T14:27:49Z",
"trace_id": "83704e7b-03d7-4bd5-8f63-01f9251f717a",
"weighted_score": 44.65
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 417,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.167,
"latency_ms": 500,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-08T14:27:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 8314
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2336187",
"timestamp": "2026-04-28T10:56:27Z",
"trace_id": "0552abbd-f6af-4e98-ad2f-a50c650b4f89",
"weighted_score": 29.08
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 703,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.288,
"latency_ms": 440,
"node_provider": "CloudTrail",
"noise_level_db": 75
},
"timestamp": "2026-04-28T10:56:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 9009
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1257992",
"timestamp": "2026-04-15T23:26:32Z",
"trace_id": "3d3c6ae5-a86e-4b13-8b3b-6851f2097357",
"weighted_score": 76.88
} | {
"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": 259,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.32,
"latency_ms": 33,
"node_provider": "CloudTrail",
"noise_level_db": 38
},
"timestamp": "2026-04-15T23:26:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 9604
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1906285",
"timestamp": "2026-04-23T11:31:25Z",
"trace_id": "7facf13a-44d9-4696-aa81-d368638f9be8",
"weighted_score": 50.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 426,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.248,
"latency_ms": 367,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-23T11:31:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 9538
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2474823",
"timestamp": "2026-04-30T01:27:03Z",
"trace_id": "25845a36-7e95-4a55-9ca8-b2ad8921fe91",
"weighted_score": 23.65
} | {
"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": 978,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.65,
"latency_ms": 271,
"node_provider": "CrowdStrike",
"noise_level_db": 47
},
"timestamp": "2026-04-30T01:27:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 6479
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1998517",
"timestamp": "2026-04-24T13:08:37Z",
"trace_id": "92540154-1cf2-4e28-8a39-e7851f0c4f4f",
"weighted_score": 59.57
} | {
"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": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 897,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-24T13:08:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7705
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0634756",
"timestamp": "2026-04-08T18:19:16Z",
"trace_id": "83d1b344-29d6-4624-8c35-91b90f0cbc5e",
"weighted_score": 11.89
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 387,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-08T18:19:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component... | {
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"total_execution_ms": 5094
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1987498",
"timestamp": "2026-04-24T10:04:58Z",
"trace_id": "ab820b38-e9bf-4f65-ac8a-7f9e8c12b75c",
"weighted_score": 69.06
} | {
"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": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 332,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-24T10:04:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 2449
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0872791",
"timestamp": "2026-04-11T12:26:31Z",
"trace_id": "a955bfa0-5656-45ee-9998-b80a3dfec955",
"weighted_score": 20.37
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 295,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-11T12:26:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"success_rate": 0.88,
"total_execution_ms": 2945
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0593793",
"timestamp": "2026-04-08T06:56:33Z",
"trace_id": "6b7b1129-8785-45dc-bd40-bf02c119914a",
"weighted_score": 74.48
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 167,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-08T06:56:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"success_rate": 0.55,
"total_execution_ms": 2915
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0173058",
"timestamp": "2026-04-03T10:04:18Z",
"trace_id": "5b86de97-1460-49cb-93bc-f3204af64a59",
"weighted_score": 21.35
} | {
"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": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T10:04:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 2321
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2108218",
"timestamp": "2026-04-25T19:36:58Z",
"trace_id": "09432bba-f60c-4733-a2a2-36fb1ebad598",
"weighted_score": 23.76
} | {
"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": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 426,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-25T19:36:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.64,
"total_execution_ms": 9722
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2262392",
"timestamp": "2026-04-27T14:26:32Z",
"trace_id": "77bd95fe-96c7-463f-9346-0bf831551148",
"weighted_score": 75.14
} | {
"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": 0.741,
"engine": "nemesis_planner",
"mcts_branches": 939,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T14:26:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 6156
} | {
"fitness_score_update": 0.26,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1361347",
"timestamp": "2026-04-17T04:09:07Z",
"trace_id": "3c350f66-5c1f-4968-8948-12c02d17998f",
"weighted_score": 99.47
} | {
"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": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 753,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-17T04:09:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"success_rate": 0.99,
"total_execution_ms": 4913
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0330253",
"timestamp": "2026-04-05T05:44:13Z",
"trace_id": "e0cd3662-ee48-4d84-be1a-53a9ee99f1aa",
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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"
} | {
"confidence_score": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 530,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T05:44:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 3944
} | {
"fitness_score_update": 0.41,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1580938",
"timestamp": "2026-04-19T17:08:58Z",
"trace_id": "b2c0940f-9762-43c8-910d-5a6ef32a6682",
"weighted_score": 58.41
} | {
"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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"engine": "nemesis_planner",
"mcts_branches": 217,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T17:08:58Z"
},
{
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"total_execution_ms": 4210
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2089288",
"timestamp": "2026-04-25T14:21:28Z",
"trace_id": "9dbf5c90-46d4-46a5-92ee-08122e750b0b",
"weighted_score": 47.94
} | {
"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": 928,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-25T14:21:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 5698
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0775751",
"timestamp": "2026-04-10T09:29:11Z",
"trace_id": "e9b91b2c-8460-4be6-88fc-f43e09b9d553",
"weighted_score": 32.55
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 108,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T09:29:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4515
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1557490",
"timestamp": "2026-04-19T10:38:10Z",
"trace_id": "1a2853d4-4381-4253-a54d-32db81cace84",
"weighted_score": 11.28
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T10:38:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 6094
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2324619",
"timestamp": "2026-04-28T07:43:39Z",
"trace_id": "8ebe552f-8ea5-477f-8cc2-00f0f69f4430",
"weighted_score": 90.86
} | {
"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": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T07:43:39Z"
},
{
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"compone... | {
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"total_execution_ms": 6196
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1625122",
"timestamp": "2026-04-20T05:25:22Z",
"trace_id": "c8b997c0-62a1-43c5-a333-61d1b63925ac",
"weighted_score": 74.94
} | {
"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": 421,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T05:25:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 1068
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2009681",
"timestamp": "2026-04-24T16:14:41Z",
"trace_id": "9723040b-52f7-4079-83c9-f02bc4aff168",
"weighted_score": 26.36
} | {
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"chain": "ubuntu-22.04",
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"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T16:14:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1215096",
"timestamp": "2026-04-15T11:31:36Z",
"trace_id": "7dff5dd1-ca7f-4855-82b1-9eb3b24b061b",
"weighted_score": 35.8
} | {
"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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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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": "blocked_by_edr",
"id": "NEMESIS-1898699",
"timestamp": "2026-04-23T09:24:59Z",
"trace_id": "79598636-a779-4ff2-9135-fadf7a28a007",
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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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"engine": "nemesis_planner",
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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": "impact_achieved",
"id": "NEMESIS-0227721",
"timestamp": "2026-04-04T01:15:21Z",
"trace_id": "2d178387-e3c8-49ba-a81e-48a047f34efd",
"weighted_score": 76.39
} | {
"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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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0781536",
"timestamp": "2026-04-10T11:05:36Z",
"trace_id": "4f351f4b-ab0f-47b4-a935-30ca9fcecdd1",
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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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"total_execution_ms": 4837
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0555311",
"timestamp": "2026-04-07T20:15:11Z",
"trace_id": "fc06e9ae-9cf9-40d6-8320-a42754b52d4f",
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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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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0630595",
"timestamp": "2026-04-08T17:09:55Z",
"trace_id": "048bcb6c-2ce7-4d27-914f-c27065145d17",
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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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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-27T19:02:33Z",
"trace_id": "2d07c0aa-c608-4a31-bcab-1359b47ee8ae",
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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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},
"timestamp": "2026-04-27T19:02:33Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1698038",
"timestamp": "2026-04-21T01:40:38Z",
"trace_id": "552c62a7-e3a5-41c9-bff9-cc5d8d9d7773",
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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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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-05T18:30:37Z",
"trace_id": "95d55d58-5d63-48d0-8767-417c7450bdac",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-05T18:30:37Z"
},
{
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"total_execution_ms": 5367
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
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"timestamp": "2026-04-11T17:47:50Z",
"trace_id": "fb4481a9-d83b-4ec8-a085-4ed9b41bbf46",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
"timestamp": "2026-04-11T17:47:50Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0309572",
"timestamp": "2026-04-04T23:59:32Z",
"trace_id": "cb09d6b7-1e83-4f94-8e32-804c297872ec",
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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",
"trigger": "k8s_pod_escape"
} | {
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} | [
{
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},
"timestamp": "2026-04-04T23:59:32Z"
},
{
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"total_execution_ms": 5688
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2145350",
"timestamp": "2026-04-26T05:55:50Z",
"trace_id": "93b9a413-ff73-453f-b0f9-3621eea23de9",
"weighted_score": 75.16
} | {
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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": "2026-04-26T05:55:50Z"
},
{
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"total_execution_ms": 7193
} | {
"fitness_score_update": 0.32,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0547034",
"timestamp": "2026-04-07T17:57:14Z",
"trace_id": "d9b91e04-8e64-48b9-9897-4c5dbd3b577b",
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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": "2026-04-07T17:57:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8178
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1265973",
"timestamp": "2026-04-16T01:39:33Z",
"trace_id": "b2954651-41cc-4b51-8258-048651168433",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-16T01:39:33Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1191387",
"timestamp": "2026-04-15T04:56:27Z",
"trace_id": "987e9530-b325-4821-b18c-d84b788e372c",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-15T04:56:27Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2312913",
"timestamp": "2026-04-28T04:28:33Z",
"trace_id": "a6daf458-db65-4e71-9562-a167a7fbd9d6",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T04:28:33Z"
},
{
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"... | {
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"total_execution_ms": 2389
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1539660",
"timestamp": "2026-04-19T05:41:00Z",
"trace_id": "f9192f48-3552-49b5-a7d5-b9f1fc98373a",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T05:41:00Z"
},
{
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... | {
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"total_execution_ms": 6249
} | {
"fitness_score_update": 0.42,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1838178",
"timestamp": "2026-04-22T16:36:18Z",
"trace_id": "6c30a4eb-7902-4670-8b02-e9f34e982731",
"weighted_score": 90.44
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 240,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-22T16:36:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 2176
} | {
"fitness_score_update": -0.04,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1634477",
"timestamp": "2026-04-20T08:01:17Z",
"trace_id": "dc39f64d-bc99-4d57-9341-06408af664ce",
"weighted_score": 38.6
} | {
"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",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-20T08:01:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"total_execution_ms": 6558
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1261515",
"timestamp": "2026-04-16T00:25:15Z",
"trace_id": "803337f2-215a-4f75-868e-90501fccf702",
"weighted_score": 14.99
} | {
"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": 891,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-16T00:25:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 8188
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2281615",
"timestamp": "2026-04-27T19:46:55Z",
"trace_id": "2f264fe4-605c-468e-9126-c45e9bf912e6",
"weighted_score": 42.97
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 377,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-27T19:46:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.64,
"total_execution_ms": 9663
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0861680",
"timestamp": "2026-04-11T09:21:20Z",
"trace_id": "1ff8e876-2dc2-4423-9002-c2782e122a9e",
"weighted_score": 32.49
} | {
"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": 0.775,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-11T09:21:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1805
} | {
"fitness_score_update": 0.02,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1895156",
"timestamp": "2026-04-23T08:25:56Z",
"trace_id": "49315c61-0aab-47fa-b6ba-980961bf4f5a",
"weighted_score": 38.06
} | {
"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": 150,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T08:25:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 3121
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2269746",
"timestamp": "2026-04-27T16:29:06Z",
"trace_id": "dd32c159-e0ba-4bc1-b2f2-18d6a4d4ff01",
"weighted_score": 98.98
} | {
"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": 0.895,
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"mcts_branches": 564,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T16:29:06Z"
},
{
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"total_execution_ms": 2324
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1082643",
"timestamp": "2026-04-13T22:44:03Z",
"trace_id": "d0e70e28-ff90-4092-976e-42188e7644fc",
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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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"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-13T22:44:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 3061
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0465409",
"timestamp": "2026-04-06T19:16:49Z",
"trace_id": "71d6543e-7c64-4e89-82f9-1b27d631473b",
"weighted_score": 53.18
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T19:16:49Z"
},
{
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"total_execution_ms": 9368
} | {
"fitness_score_update": 0.04,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2177257",
"timestamp": "2026-04-26T14:47:37Z",
"trace_id": "41ce85d2-6927-460b-a541-fe82766b4396",
"weighted_score": 82.22
} | {
"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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T14:47:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1861
} | {
"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-0831441",
"timestamp": "2026-04-11T00:57:21Z",
"trace_id": "80224792-38c2-4277-be77-7959ec9e6621",
"weighted_score": 42.25
} | {
"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": 991,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T00:57:21Z"
},
{
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"total_execution_ms": 4535
} | {
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"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0841209",
"timestamp": "2026-04-11T03:40:09Z",
"trace_id": "c28799d0-5da5-4570-983d-7790417e951f",
"weighted_score": 80.55
} | {
"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": 705,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T03:40:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5946
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2409696",
"timestamp": "2026-04-29T07:21:36Z",
"trace_id": "a93c3aa4-a5cc-451a-9645-486d6df1712c",
"weighted_score": 37.62
} | {
"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": 960,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T07:21:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 2913
} | {
"fitness_score_update": 0.47,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0459017",
"timestamp": "2026-04-06T17:30:17Z",
"trace_id": "e414647c-b39a-4c5b-a44a-5313859f6be6",
"weighted_score": 31.59
} | {
"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": 617,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T17:30:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 5727
} | {
"fitness_score_update": 0.24,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1413584",
"timestamp": "2026-04-17T18:39:44Z",
"trace_id": "b2d4ea1f-914c-48f2-a091-1e7f2643c45d",
"weighted_score": 89.63
} | {
"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"
} | [
{
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},
"timestamp": "2026-04-17T18:39:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4772
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1822000",
"timestamp": "2026-04-22T12:06:40Z",
"trace_id": "87bcdd7b-9ac5-4a14-a52a-ffaed1d23172",
"weighted_score": 91.26
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-22T12:06:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.93,
"total_execution_ms": 7875
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0429767",
"timestamp": "2026-04-06T09:22:47Z",
"trace_id": "96848f88-738a-4384-97a1-0a2392e75fe2",
"weighted_score": 15.98
} | {
"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": "2026-04-06T09:22:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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} | {
"fitness_score_update": 0.45,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0021454",
"timestamp": "2026-04-01T15:57:34Z",
"trace_id": "8ed72d7b-3d00-4a80-add7-02d453bf9b2e",
"weighted_score": 32.38
} | {
"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": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 219,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-01T15:57:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 4996
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2424288",
"timestamp": "2026-04-29T11:24:48Z",
"trace_id": "cf85e8e0-5bcb-4ec8-abdf-c032d875f2cb",
"weighted_score": 73.1
} | {
"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": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 514,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 420,
"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-29T11:24:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"total_execution_ms": 5974
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0799561",
"timestamp": "2026-04-10T16:06:01Z",
"trace_id": "7bb9e8ee-17f9-4e1f-9639-6f381a605ab0",
"weighted_score": 40.51
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 415,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-10T16:06:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 5573
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2488806",
"timestamp": "2026-04-30T05:20:06Z",
"trace_id": "eee11889-5f03-4ca9-9da8-ca2bcbd26547",
"weighted_score": 45.45
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 142,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-30T05:20:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"success_rate": 0.75,
"total_execution_ms": 3292
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0405454",
"timestamp": "2026-04-06T02:37:34Z",
"trace_id": "370ef9eb-44b0-403c-8ff5-52a38597da33",
"weighted_score": 43.37
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T02:37:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"total_execution_ms": 7638
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0633959",
"timestamp": "2026-04-08T18:05:59Z",
"trace_id": "f6e3a688-4487-40b9-91b5-3b87ca1f4a39",
"weighted_score": 41.64
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 426,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-08T18:05:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 2847
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0315746",
"timestamp": "2026-04-05T01:42:26Z",
"trace_id": "3ff2be5e-ac5c-4773-a56d-0638cfc02510",
"weighted_score": 97.21
} | {
"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": 0.921,
"engine": "nemesis_planner",
"mcts_branches": 386,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-05T01:42:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3189
} | {
"fitness_score_update": -0.03,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2300584",
"timestamp": "2026-04-28T01:03:04Z",
"trace_id": "0de2d6b1-0706-4467-897d-67f9dad41684",
"weighted_score": 29.81
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 293,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-28T01:03:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 8156
} | {
"fitness_score_update": 0.13,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0239155",
"timestamp": "2026-04-04T04:25:55Z",
"trace_id": "f40b3a1a-1823-4dff-b95d-4b33580deeee",
"weighted_score": 78.02
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 728,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-04T04:25:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1387
} | {
"fitness_score_update": 0.44,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0978771",
"timestamp": "2026-04-12T17:52:51Z",
"trace_id": "cb7e7b2b-29fa-450f-939f-371da062c2ba",
"weighted_score": 42.92
} | {
"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": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 606,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T17:52:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.49,
"total_execution_ms": 8001
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0311243",
"timestamp": "2026-04-05T00:27:23Z",
"trace_id": "33553183-806a-4617-8c05-2b74d8e7cca6",
"weighted_score": 19.98
} | {
"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": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 704,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-05T00:27:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 6626
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2332864",
"timestamp": "2026-04-28T10:01:04Z",
"trace_id": "a1134d16-2854-4231-bf89-face18cc5257",
"weighted_score": 33.72
} | {
"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": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T10:01:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.7,
"total_execution_ms": 7360
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2006123",
"timestamp": "2026-04-24T15:15:23Z",
"trace_id": "93a61e75-1572-4149-8fc2-f943cc3f601b",
"weighted_score": 86.62
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.921,
"engine": "nemesis_planner",
"mcts_branches": 108,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T15:15:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3799
} | {
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"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1470947",
"timestamp": "2026-04-18T10:35:47Z",
"trace_id": "eba59333-63fb-403f-85ba-7d9ea33db2ca",
"weighted_score": 94.94
} | {
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"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": 785,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-18T10:35:47Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1284
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1394554",
"timestamp": "2026-04-17T13:22:34Z",
"trace_id": "f03effd1-583d-49fd-b767-65c65ff08a62",
"weighted_score": 18.23
} | {
"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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"engine": "nemesis_planner",
"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T13:22:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"total_execution_ms": 7157
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0184534",
"timestamp": "2026-04-03T13:15:34Z",
"trace_id": "ccef68c1-23b5-442d-8144-4b3db92ba7ed",
"weighted_score": 32.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.792,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-03T13:15:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 7381
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0615490",
"timestamp": "2026-04-08T12:58:10Z",
"trace_id": "e218c2ef-d05f-49f7-8c2a-1a8473b02973",
"weighted_score": 87.86
} | {
"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": "2026-04-08T12:58:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7093
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0628477",
"timestamp": "2026-04-08T16:34:37Z",
"trace_id": "46e409ce-f16b-4814-8413-337823ca4d8a",
"weighted_score": 85.71
} | {
"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": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 582,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.353,
"latency_ms": 300,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-08T16:34:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 8101
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1615382",
"timestamp": "2026-04-20T02:43:02Z",
"trace_id": "3a35f230-82c1-49ac-8113-33434febe434",
"weighted_score": 85.89
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 553,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.402,
"latency_ms": 163,
"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-20T02:43:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 9434
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0123698",
"timestamp": "2026-04-02T20:21:38Z",
"trace_id": "72c781d2-2f06-44b3-980f-71750b486158",
"weighted_score": 19.27
} | {
"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": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.359,
"latency_ms": 71,
"node_provider": "CloudTrail",
"noise_level_db": 76
},
"timestamp": "2026-04-02T20:21:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 7208
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1925803",
"timestamp": "2026-04-23T16:56:43Z",
"trace_id": "5648e772-a80d-4992-9290-77bec0ef5a1e",
"weighted_score": 18.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 860,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.269,
"latency_ms": 269,
"node_provider": "CrowdStrike",
"noise_level_db": 22
},
"timestamp": "2026-04-23T16:56:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 5957
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1828619",
"timestamp": "2026-04-22T13:56:59Z",
"trace_id": "1d33e658-5c9a-4e3a-9be2-e8a9c94ab1d1",
"weighted_score": 87.15
} | {
"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": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 496,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.106,
"latency_ms": 93,
"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-22T13:56:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 9412
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0720743",
"timestamp": "2026-04-09T18:12:23Z",
"trace_id": "211e7b82-f9d6-4d78-a461-ade1ba592f50",
"weighted_score": 25.98
} | {
"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": 953,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.281,
"latency_ms": 269,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-09T18:12:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 8658
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0144260",
"timestamp": "2026-04-03T02:04:20Z",
"trace_id": "082ac1d7-3451-4990-bf6b-eae8011ee85d",
"weighted_score": 28.08
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.988,
"engine": "nemesis_planner",
"mcts_branches": 126,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.357,
"latency_ms": 76,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-03T02:04:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 7183
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0367895",
"timestamp": "2026-04-05T16:11:35Z",
"trace_id": "54548790-30bb-4a42-b7a2-92f4582c984d",
"weighted_score": 52.81
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 640,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.191,
"latency_ms": 117,
"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-05T16:11:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 1266
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1644746",
"timestamp": "2026-04-20T10:52:26Z",
"trace_id": "fd35e33c-4ea7-4bd3-9030-76c8245bcc5f",
"weighted_score": 50.12
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 834,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.235,
"latency_ms": 105,
"node_provider": "Local_Syslog",
"noise_level_db": 33
},
"timestamp": "2026-04-20T10:52:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 5371
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1858300",
"timestamp": "2026-04-22T22:11:40Z",
"trace_id": "286e7a76-7a1a-419f-8605-26f36cd74b67",
"weighted_score": 91.4
} | {
"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": 0.887,
"engine": "nemesis_planner",
"mcts_branches": 849,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.519,
"latency_ms": 477,
"node_provider": "CloudTrail",
"noise_level_db": 29
},
"timestamp": "2026-04-22T22:11:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 8706
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1358897",
"timestamp": "2026-04-17T03:28:17Z",
"trace_id": "9176f223-cf90-496d-b2a1-7322f7a3fb8d",
"weighted_score": 85.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 684,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.452,
"latency_ms": 280,
"node_provider": "Local_Syslog",
"noise_level_db": 41
},
"timestamp": "2026-04-17T03:28:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 6621
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1487103",
"timestamp": "2026-04-18T15:05:03Z",
"trace_id": "31c2fc44-fcf8-4410-ae68-31cc8c1f56ba",
"weighted_score": 91.72
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 254,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.662,
"latency_ms": 19,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-18T15:05:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 1466
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0050963",
"timestamp": "2026-04-02T00:09:23Z",
"trace_id": "f0f95c93-167e-4994-a8f5-684a0db89dd4",
"weighted_score": 76.42
} | {
"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": 0.73,
"engine": "nemesis_planner",
"mcts_branches": 538,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.102,
"latency_ms": 139,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-02T00:09:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 8834
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1934982",
"timestamp": "2026-04-23T19:29:42Z",
"trace_id": "ec0249d0-c2f9-4e0d-a478-3ea125766660",
"weighted_score": 58.57
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 501,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.363,
"latency_ms": 10,
"node_provider": "CrowdStrike",
"noise_level_db": 23
},
"timestamp": "2026-04-23T19:29:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 7405
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0655201",
"timestamp": "2026-04-09T00:00:01Z",
"trace_id": "10fdcbfc-42d7-4180-b10e-ec9e08c51d2b",
"weighted_score": 14.1
} | {
"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": 982,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.49,
"latency_ms": 198,
"node_provider": "CrowdStrike",
"noise_level_db": 28
},
"timestamp": "2026-04-09T00:00:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 5504
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
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