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-0692551",
"timestamp": "2026-04-09T10:22:31Z",
"trace_id": "dcf13d24-2367-4d12-9bcf-39082534bd56",
"weighted_score": 29.84
} | {
"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": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.623,
"latency_ms": 473,
"node_provider": "CloudTrail",
"noise_level_db": 68
},
"timestamp": "2026-04-09T10:22:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 3039
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1964550",
"timestamp": "2026-04-24T03:42:30Z",
"trace_id": "430952e3-181b-47fe-8f68-9b383eaac64e",
"weighted_score": 23.51
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 519,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.429,
"latency_ms": 317,
"node_provider": "Local_Syslog",
"noise_level_db": 70
},
"timestamp": "2026-04-24T03:42:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 7001
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0183469",
"timestamp": "2026-04-03T12:57:49Z",
"trace_id": "01b25034-759d-4946-a02f-eeeaad943dca",
"weighted_score": 52.76
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 988,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.56,
"latency_ms": 19,
"node_provider": "CloudTrail",
"noise_level_db": 19
},
"timestamp": "2026-04-03T12:57:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"componen... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 1640
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1789181",
"timestamp": "2026-04-22T02:59:41Z",
"trace_id": "a7b78555-7f64-4173-9bc6-0a7946c5a2a5",
"weighted_score": 20.24
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 337,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.935,
"latency_ms": 237,
"node_provider": "CloudTrail",
"noise_level_db": 38
},
"timestamp": "2026-04-22T02:59:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 8807
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1309530",
"timestamp": "2026-04-16T13:45:30Z",
"trace_id": "9e7be12f-e99e-4f4e-9828-e3aeb693f908",
"weighted_score": 53.26
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 522,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.534,
"latency_ms": 417,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-16T13:45:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 7086
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1737960",
"timestamp": "2026-04-21T12:46:00Z",
"trace_id": "24659f7b-0627-44a9-bade-d08cd5a83366",
"weighted_score": 85.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.916,
"engine": "nemesis_planner",
"mcts_branches": 236,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.465,
"latency_ms": 299,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-21T12:46:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 1017
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1032660",
"timestamp": "2026-04-13T08:51:00Z",
"trace_id": "fa90373b-1279-44b7-be5f-f161e6949360",
"weighted_score": 41.23
} | {
"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"
} | {
"confidence_score": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 865,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.366,
"latency_ms": 304,
"node_provider": "CrowdStrike",
"noise_level_db": 52
},
"timestamp": "2026-04-13T08:51:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5937
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0699933",
"timestamp": "2026-04-09T12:25:33Z",
"trace_id": "935a47f0-feca-4da0-8ebb-ddae78b5084f",
"weighted_score": 37.67
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 539,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.213,
"latency_ms": 201,
"node_provider": "CloudTrail",
"noise_level_db": 41
},
"timestamp": "2026-04-09T12:25:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3423
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0937045",
"timestamp": "2026-04-12T06:17:25Z",
"trace_id": "6e848f31-ba76-422b-bd78-246e48ad18fc",
"weighted_score": 93.98
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 806,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.805,
"latency_ms": 392,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-12T06:17:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 6106
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1971503",
"timestamp": "2026-04-24T05:38:23Z",
"trace_id": "3524e883-a057-4443-8d2a-084e2adc6d97",
"weighted_score": 55.76
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 568,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.169,
"latency_ms": 232,
"node_provider": "Azure_Sentinel",
"noise_level_db": 52
},
"timestamp": "2026-04-24T05:38:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 8928
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0409773",
"timestamp": "2026-04-06T03:49:33Z",
"trace_id": "d3589080-e0df-4f03-bed4-2c1fcabb6609",
"weighted_score": 45.22
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.964,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.976,
"latency_ms": 199,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-06T03:49:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 2941
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2102547",
"timestamp": "2026-04-25T18:02:27Z",
"trace_id": "d38f5f2f-e559-4981-b728-a1f3d9105288",
"weighted_score": 29.71
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.322,
"latency_ms": 230,
"node_provider": "Azure_Sentinel",
"noise_level_db": 24
},
"timestamp": "2026-04-25T18:02:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 6242
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1158729",
"timestamp": "2026-04-14T19:52:09Z",
"trace_id": "580fa29b-ac3b-4c53-bb64-ea33b84c9c1d",
"weighted_score": 41.27
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 364,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.289,
"latency_ms": 92,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-14T19:52:09Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4707
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0930338",
"timestamp": "2026-04-12T04:25:38Z",
"trace_id": "ea2366c1-be7f-4a0a-b89f-f39eb033fc75",
"weighted_score": 43.11
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.948,
"latency_ms": 160,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-12T04:25:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5327
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1053242",
"timestamp": "2026-04-13T14:34:02Z",
"trace_id": "6f828920-46ea-40fc-9b92-94dcd08252e6",
"weighted_score": 73.91
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.874,
"engine": "nemesis_planner",
"mcts_branches": 785,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.562,
"latency_ms": 475,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-13T14:34:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 5681
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2161563",
"timestamp": "2026-04-26T10:26:03Z",
"trace_id": "2e41f288-62b7-4005-9afa-0ffeb58dcaa7",
"weighted_score": 33.15
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 278,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.783,
"latency_ms": 296,
"node_provider": "CloudTrail",
"noise_level_db": 75
},
"timestamp": "2026-04-26T10:26:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 2892
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1532165",
"timestamp": "2026-04-19T03:36:05Z",
"trace_id": "55739afa-883d-482b-a498-d93d146a6984",
"weighted_score": 92.22
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 153,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.435,
"latency_ms": 232,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-19T03:36:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2328
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2045156",
"timestamp": "2026-04-25T02:05:56Z",
"trace_id": "8ebdd436-bc3d-418e-acda-6d8d34851635",
"weighted_score": 51.27
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 190,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 303,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-25T02:05:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3372
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1358024",
"timestamp": "2026-04-17T03:13:44Z",
"trace_id": "25669d4a-171d-4a85-87d0-03a91bd05559",
"weighted_score": 86.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 396,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
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"latency_ms": 133,
"node_provider": "Local_Syslog",
"noise_level_db": 67
},
"timestamp": "2026-04-17T03:13:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 8438
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0008711",
"timestamp": "2026-04-01T12:25:11Z",
"trace_id": "c6e6a41d-9ec8-4089-9994-adb5308615de",
"weighted_score": 25.06
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 292,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-01T12:25:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5535
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2068178",
"timestamp": "2026-04-25T08:29:38Z",
"trace_id": "da588f12-4a9b-450f-8dfd-6747be3dd36f",
"weighted_score": 72.97
} | {
"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": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-25T08:29:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 8308
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1043703",
"timestamp": "2026-04-13T11:55:03Z",
"trace_id": "92807d4f-7e93-4d95-8c52-01362164c9ce",
"weighted_score": 66.31
} | {
"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": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 104,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T11:55:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 1373
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0839753",
"timestamp": "2026-04-11T03:15:53Z",
"trace_id": "2a28401a-ef97-4056-b8bf-0134738a3020",
"weighted_score": 76.99
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 453,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T03:15:53Z"
},
{
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"component"... | {
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"total_execution_ms": 3047
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1743507",
"timestamp": "2026-04-21T14:18:27Z",
"trace_id": "87e3f22b-c6cf-4599-bf75-fb7b9d563b43",
"weighted_score": 48.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 100,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T14:18:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5355
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1812861",
"timestamp": "2026-04-22T09:34:21Z",
"trace_id": "99f4340a-fb17-452b-bfe7-d709169a36ab",
"weighted_score": 11.69
} | {
"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": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-22T09:34:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5950
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1394778",
"timestamp": "2026-04-17T13:26:18Z",
"trace_id": "8673ab0a-6039-4569-8eaa-4f86695edd14",
"weighted_score": 65.48
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 364,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T13:26:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.84,
"total_execution_ms": 4408
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0991755",
"timestamp": "2026-04-12T21:29:15Z",
"trace_id": "6a86288d-3f7b-4592-905b-9eaa5d7bf3d9",
"weighted_score": 62.13
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 497,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T21:29:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"success_rate": 0.47,
"total_execution_ms": 4093
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0557252",
"timestamp": "2026-04-07T20:47:32Z",
"trace_id": "a7423ada-59d4-4dc2-a5d6-ebf7924e758c",
"weighted_score": 79.67
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 457,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-07T20:47:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6507
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1333319",
"timestamp": "2026-04-16T20:21:59Z",
"trace_id": "faeeb92d-022d-4c46-9f4b-0a3899b66620",
"weighted_score": 50
} | {
"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": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 327,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-16T20:21:59Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5746
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0447950",
"timestamp": "2026-04-06T14:25:50Z",
"trace_id": "9e691021-92bc-49b0-9a7a-291047b9021a",
"weighted_score": 11.73
} | {
"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": 0.762,
"engine": "nemesis_planner",
"mcts_branches": 529,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T14:25:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 2429
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0650079",
"timestamp": "2026-04-08T22:34:39Z",
"trace_id": "766937c2-0d6f-4cde-8fd6-c475eaf7e0a0",
"weighted_score": 69.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 611,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T22:34:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.7,
"total_execution_ms": 3578
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0196413",
"timestamp": "2026-04-03T16:33:33Z",
"trace_id": "c68692dd-5d7f-40e4-bb13-6940f4b1499f",
"weighted_score": 12.22
} | {
"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": 671,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T16:33:33Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 3609
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0073052",
"timestamp": "2026-04-02T06:17:32Z",
"trace_id": "a1f65302-1d0e-4751-81a6-92f4852c9700",
"weighted_score": 20.92
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 984,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-02T06:17:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 6963
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2227539",
"timestamp": "2026-04-27T04:45:39Z",
"trace_id": "67da9799-6e53-4c1d-8f0f-7a6af432991c",
"weighted_score": 63.09
} | {
"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": 943,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-27T04:45:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 2614
} | {
"fitness_score_update": 0.28,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1718695",
"timestamp": "2026-04-21T07:24:55Z",
"trace_id": "a6e48ca8-1b48-4a47-bd92-3cee8ae14ccc",
"weighted_score": 44.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 956,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 96,
"node_provider": "CloudTrail",
"noise_level_db": 49
},
"timestamp": "2026-04-21T07:24:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 6280
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1279676",
"timestamp": "2026-04-16T05:27:56Z",
"trace_id": "51071783-7d50-49f8-8ee9-c0c4cbcf7c93",
"weighted_score": 17.14
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 771,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-16T05:27:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 1108
} | {
"fitness_score_update": 0.18,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0871778",
"timestamp": "2026-04-11T12:09:38Z",
"trace_id": "157f0f18-40b9-40fe-b228-ae2d68d2d45e",
"weighted_score": 98.51
} | {
"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": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 422,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-11T12:09:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 4288
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1130284",
"timestamp": "2026-04-14T11:58:04Z",
"trace_id": "6944abd4-6701-410c-9123-45f52f58430a",
"weighted_score": 13.86
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 860,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-14T11:58:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 2905
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0231673",
"timestamp": "2026-04-04T02:21:13Z",
"trace_id": "4b3b01ab-1218-41d8-aa9c-05dd34cc78b4",
"weighted_score": 95.37
} | {
"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": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 979,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
"noise_level_db": 18
},
"timestamp": "2026-04-04T02:21:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.57,
"total_execution_ms": 5774
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1010685",
"timestamp": "2026-04-13T02:44:45Z",
"trace_id": "fc001089-cb2e-4c1c-bea8-5a4ab525d81d",
"weighted_score": 26.08
} | {
"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": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 831,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-13T02:44:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"success_rate": 0.48,
"total_execution_ms": 8164
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2126547",
"timestamp": "2026-04-26T00:42:27Z",
"trace_id": "1127e02b-173c-4050-b82e-4071aaf6d178",
"weighted_score": 74.9
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 601,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-26T00:42:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
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"success_rate": 0.59,
"total_execution_ms": 4792
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1186044",
"timestamp": "2026-04-15T03:27:24Z",
"trace_id": "6b3e44a7-8007-4d0c-b729-5eb1812824a3",
"weighted_score": 39.34
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 100,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-15T03:27:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7802
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0321517",
"timestamp": "2026-04-05T03:18:37Z",
"trace_id": "7f374d34-432f-474d-9024-039cb9097c57",
"weighted_score": 30.96
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 662,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-05T03:18:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 9945
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0452214",
"timestamp": "2026-04-06T15:36:54Z",
"trace_id": "6b6ef164-c667-4790-b37f-73e282a1523b",
"weighted_score": 74.25
} | {
"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"
} | {
"confidence_score": 0.774,
"engine": "nemesis_planner",
"mcts_branches": 537,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-06T15:36:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"success_rate": 0.75,
"total_execution_ms": 8061
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1117103",
"timestamp": "2026-04-14T08:18:23Z",
"trace_id": "4a0966e9-c5f0-4b4e-a856-2ec73c92beb5",
"weighted_score": 36.3
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 648,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T08:18:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 4821
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0477886",
"timestamp": "2026-04-06T22:44:46Z",
"trace_id": "e2a28992-1aa9-456e-b5db-2b9dfe0c47ea",
"weighted_score": 42.74
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.795,
"engine": "nemesis_planner",
"mcts_branches": 713,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-06T22:44:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1509
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2371608",
"timestamp": "2026-04-28T20:46:48Z",
"trace_id": "8962c6c0-960e-4f9e-a11e-6de58a37880b",
"weighted_score": 35.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 202,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-28T20:46:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3671
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1500946",
"timestamp": "2026-04-18T18:55:46Z",
"trace_id": "5c08e2d7-0385-4ace-9679-8826391b9383",
"weighted_score": 65.94
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.983,
"engine": "nemesis_planner",
"mcts_branches": 358,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-18T18:55:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 6351
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1013423",
"timestamp": "2026-04-13T03:30:23Z",
"trace_id": "3a855aba-1873-42d9-9751-1b1b04696ad6",
"weighted_score": 92.66
} | {
"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": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 455,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-13T03:30:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 1021
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1747391",
"timestamp": "2026-04-21T15:23:11Z",
"trace_id": "fbb6bb55-04e3-411d-be1b-4b165c43179f",
"weighted_score": 58.11
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 780,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-21T15:23:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 2326
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1856378",
"timestamp": "2026-04-22T21:39:38Z",
"trace_id": "0276f892-df1e-4801-9574-0149199fc12e",
"weighted_score": 89.86
} | {
"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": 0.906,
"engine": "nemesis_planner",
"mcts_branches": 429,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 112,
"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-22T21:39:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 2799
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "77155ce8-f398-4d7b-a965-dfaecfaf8807",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
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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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} | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | {
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} | [
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | [
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{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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} | {
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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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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} | {
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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} | {
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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} | {
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},
"timestamp": "2026-04-20T18:13:33Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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} | {
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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} | {
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "1d899908-9c46-4455-bc6e-4cbb89727b4c",
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} | {
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} | {
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} | [
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},
{
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} | {
"fitness_score_update": 0.21,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2087472",
"timestamp": "2026-04-25T13:51:12Z",
"trace_id": "b2d495cd-0a76-4f54-a90a-b342d5485b14",
"weighted_score": 87.53
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 259,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-25T13:51:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9287
} | {
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"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2068027",
"timestamp": "2026-04-25T08:27:07Z",
"trace_id": "8340013b-eb28-4b04-8ead-b6c2cc9b9736",
"weighted_score": 72.12
} | {
"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": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 132,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-25T08:27:07Z"
},
{
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"success_rate": 0.88,
"total_execution_ms": 1121
} | {
"fitness_score_update": 0.29,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1183233",
"timestamp": "2026-04-15T02:40:33Z",
"trace_id": "06acad2c-dde0-495d-872b-c46d31aecb8d",
"weighted_score": 27.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 453,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T02:40:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4956
} | {
"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-1601378",
"timestamp": "2026-04-19T22:49:38Z",
"trace_id": "885547ba-f149-4773-a6d9-65dbf6608d93",
"weighted_score": 54.58
} | {
"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": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 684,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-19T22:49:38Z"
},
{
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"total_execution_ms": 3561
} | {
"fitness_score_update": 0.21,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2476407",
"timestamp": "2026-04-30T01:53:27Z",
"trace_id": "a687963e-6579-4e93-ab27-f8483c8b669f",
"weighted_score": 54.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T01:53:27Z"
},
{
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"component"... | {
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"total_execution_ms": 1259
} | {
"fitness_score_update": 0.13,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0253205",
"timestamp": "2026-04-04T08:20:05Z",
"trace_id": "d4e07ae1-2b98-4283-93f1-81003af89011",
"weighted_score": 86.09
} | {
"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": 233,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T08:20:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 3951
} | {
"fitness_score_update": 0.14,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1661131",
"timestamp": "2026-04-20T15:25:31Z",
"trace_id": "0a4354bc-f472-4aa8-b1fe-1ade95fac8d8",
"weighted_score": 37.72
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T15:25:31Z"
},
{
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"total_execution_ms": 9280
} | {
"fitness_score_update": 0.07,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0667748",
"timestamp": "2026-04-09T03:29:08Z",
"trace_id": "34ab67d7-c9fc-47d6-a5cd-85692401b571",
"weighted_score": 64.98
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T03:29:08Z"
},
{
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"total_execution_ms": 1157
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0215344",
"timestamp": "2026-04-03T21:49:04Z",
"trace_id": "d0c7a8f6-1ffe-46b3-876a-1e08829da529",
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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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"engine": "nemesis_planner",
"mcts_branches": 227,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T21:49:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 4184
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1518269",
"timestamp": "2026-04-18T23:44:29Z",
"trace_id": "714bef95-da8e-4666-aaae-96df7888106e",
"weighted_score": 85.45
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 822,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T23:44:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 4255
} | {
"fitness_score_update": 0.39,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1656469",
"timestamp": "2026-04-20T14:07:49Z",
"trace_id": "0032de3f-fade-4a8b-bd4f-0024eff890b8",
"weighted_score": 76.07
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 680,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T14:07:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5296
} | {
"fitness_score_update": 0.17,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0626073",
"timestamp": "2026-04-08T15:54:33Z",
"trace_id": "8379fde2-73cb-43c9-97d6-1d8d6efe932a",
"weighted_score": 46.68
} | {
"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": 879,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-08T15:54:33Z"
},
{
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... | {
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"success_rate": 0.95,
"total_execution_ms": 2515
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1624703",
"timestamp": "2026-04-20T05:18:23Z",
"trace_id": "06f38640-13c9-4da3-b91e-f47afe977fa0",
"weighted_score": 33.2
} | {
"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": 587,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T05:18:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 6571
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1722377",
"timestamp": "2026-04-21T08:26:17Z",
"trace_id": "e8001d68-4845-4657-ad94-de30f91246ae",
"weighted_score": 96.23
} | {
"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": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 847,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T08:26:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.71,
"total_execution_ms": 4877
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1063820",
"timestamp": "2026-04-13T17:30:20Z",
"trace_id": "f1ed2183-e296-4b04-a67a-ebaa4ac445c6",
"weighted_score": 79.87
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 161,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T17:30:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 8968
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0440389",
"timestamp": "2026-04-06T12:19:49Z",
"trace_id": "79717c86-fd40-4a13-93df-ff7e29fd96a4",
"weighted_score": 41.36
} | {
"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": 485,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T12:19:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6428
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1297076",
"timestamp": "2026-04-16T10:17:56Z",
"trace_id": "dc1fde2c-c87a-4d63-bb6c-4888c9311a37",
"weighted_score": 48.62
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T10:17:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
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} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1518721",
"timestamp": "2026-04-18T23:52:01Z",
"trace_id": "5e63782c-1157-417c-b67a-0a31aeca1fb6",
"weighted_score": 79.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 519,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.262,
"latency_ms": 442,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-18T23:52:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4344
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1640550",
"timestamp": "2026-04-20T09:42:30Z",
"trace_id": "92c10431-16f8-4f19-b37c-4b6ff2d23938",
"weighted_score": 62.33
} | {
"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": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.806,
"latency_ms": 48,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-20T09:42:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 8090
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0563155",
"timestamp": "2026-04-07T22:25:55Z",
"trace_id": "9d5ebf96-d772-4e93-8844-a3fd8d4af033",
"weighted_score": 10.35
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.412,
"latency_ms": 75,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-07T22:25:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 9921
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2138597",
"timestamp": "2026-04-26T04:03:17Z",
"trace_id": "b6b37300-4fb3-474d-8cdf-e459c5f4521c",
"weighted_score": 79.75
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 215,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.9,
"latency_ms": 134,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-26T04:03:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 3033
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1043319",
"timestamp": "2026-04-13T11:48:39Z",
"trace_id": "874aa0f3-ea94-403c-a73e-cf6419a5ad6c",
"weighted_score": 69.61
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.752,
"engine": "nemesis_planner",
"mcts_branches": 693,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.692,
"latency_ms": 285,
"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-13T11:48:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1459
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1272893",
"timestamp": "2026-04-16T03:34:53Z",
"trace_id": "4b6e22fa-e008-4084-8e23-450513fd027a",
"weighted_score": 54.35
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 760,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.754,
"latency_ms": 294,
"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-16T03:34:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 2621
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2399154",
"timestamp": "2026-04-29T04:25:54Z",
"trace_id": "c242a2c6-811c-42e1-a1db-8a46f3064352",
"weighted_score": 26.7
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 494,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.667,
"latency_ms": 191,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-29T04:25:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 8361
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2193763",
"timestamp": "2026-04-26T19:22:43Z",
"trace_id": "f253fff7-ff01-4f0f-9e2d-b09b825aa074",
"weighted_score": 98.01
} | {
"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": 0.809,
"engine": "nemesis_planner",
"mcts_branches": 813,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.351,
"latency_ms": 160,
"node_provider": "CrowdStrike",
"noise_level_db": 57
},
"timestamp": "2026-04-26T19:22:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 8143
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0711473",
"timestamp": "2026-04-09T15:37:53Z",
"trace_id": "fefaed4b-dad3-4a3c-8507-2cfa751fc354",
"weighted_score": 90.63
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 434,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 276,
"node_provider": "CrowdStrike",
"noise_level_db": 77
},
"timestamp": "2026-04-09T15:37:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 4010
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1135566",
"timestamp": "2026-04-14T13:26:06Z",
"trace_id": "fe0285ad-3dd4-4de5-ab13-bcb3e872e2b3",
"weighted_score": 54.31
} | {
"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": 0.782,
"engine": "nemesis_planner",
"mcts_branches": 616,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.753,
"latency_ms": 122,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-14T13:26:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 1864
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0567533",
"timestamp": "2026-04-07T23:38:53Z",
"trace_id": "e91ce66c-55ce-484c-82ee-de8c59bf73c4",
"weighted_score": 83.04
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 500,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.729,
"latency_ms": 465,
"node_provider": "CrowdStrike",
"noise_level_db": 75
},
"timestamp": "2026-04-07T23:38:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4579
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2232900",
"timestamp": "2026-04-27T06:15:00Z",
"trace_id": "340b6e6d-515d-45b6-b96c-4ad16a224b9b",
"weighted_score": 22.27
} | {
"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": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 749,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.697,
"latency_ms": 365,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-27T06:15:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1243
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1695940",
"timestamp": "2026-04-21T01:05:40Z",
"trace_id": "20d7582e-e726-44ff-aadb-7fb729f3751a",
"weighted_score": 27.52
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 708,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.132,
"latency_ms": 500,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-21T01:05:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 9131
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0123464",
"timestamp": "2026-04-02T20:17:44Z",
"trace_id": "6b851f9b-dffb-4321-97c5-08661fde4723",
"weighted_score": 54.33
} | {
"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": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 975,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.967,
"latency_ms": 201,
"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-02T20:17:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5333
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0940221",
"timestamp": "2026-04-12T07:10:21Z",
"trace_id": "4cdcbdee-12cb-4f0f-b06a-7efd80b17c68",
"weighted_score": 75.7
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 856,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.121,
"latency_ms": 328,
"node_provider": "CloudTrail",
"noise_level_db": 37
},
"timestamp": "2026-04-12T07:10:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 5356
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
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