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": "stealth_maintained",
"id": "NEMESIS-1831800",
"timestamp": "2026-04-22T14:50:00Z",
"trace_id": "f18e0a7c-837f-40a0-9a9e-2c68ff44ff1d",
"weighted_score": 14.02
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.474,
"latency_ms": 292,
"node_provider": "Azure_Sentinel",
"noise_level_db": 20
},
"timestamp": "2026-04-22T14:50:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 4998
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0661728",
"timestamp": "2026-04-09T01:48:48Z",
"trace_id": "e043188d-bde6-4993-aa4f-67d7ad1cd118",
"weighted_score": 45.78
} | {
"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": 0.839,
"engine": "nemesis_planner",
"mcts_branches": 813,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.209,
"latency_ms": 199,
"node_provider": "CrowdStrike",
"noise_level_db": 46
},
"timestamp": "2026-04-09T01:48:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 9141
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0977975",
"timestamp": "2026-04-12T17:39:35Z",
"trace_id": "27d754db-2090-47f6-ab18-585d83736162",
"weighted_score": 28
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 239,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.415,
"latency_ms": 251,
"node_provider": "Local_Syslog",
"noise_level_db": 53
},
"timestamp": "2026-04-12T17:39:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4301
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0742977",
"timestamp": "2026-04-10T00:22:57Z",
"trace_id": "626e70c3-6fc3-468f-b26d-b53a3c7c9604",
"weighted_score": 37.85
} | {
"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": 0.8,
"engine": "nemesis_planner",
"mcts_branches": 654,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.518,
"latency_ms": 286,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-10T00:22:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7070
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2427513",
"timestamp": "2026-04-29T12:18:33Z",
"trace_id": "97000b2f-99a3-427d-9144-bb8706983cf6",
"weighted_score": 57.04
} | {
"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": 0.844,
"engine": "nemesis_planner",
"mcts_branches": 977,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.438,
"latency_ms": 367,
"node_provider": "Local_Syslog",
"noise_level_db": 43
},
"timestamp": "2026-04-29T12:18:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7308
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0355654",
"timestamp": "2026-04-05T12:47:34Z",
"trace_id": "ab1fbf48-143c-4240-a87f-8cc5e47a1c4e",
"weighted_score": 29.3
} | {
"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": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 962,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.31,
"latency_ms": 322,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-05T12:47:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 7316
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1425477",
"timestamp": "2026-04-17T21:57:57Z",
"trace_id": "12b58b7a-b2e7-4437-b640-1efba66003a7",
"weighted_score": 56
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 404,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.148,
"latency_ms": 459,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-17T21:57:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 1269
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2404228",
"timestamp": "2026-04-29T05:50:28Z",
"trace_id": "b4ef5610-fad3-4eb2-adf9-aa8875475129",
"weighted_score": 62.06
} | {
"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": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 759,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.651,
"latency_ms": 110,
"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-29T05:50:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 6397
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2128923",
"timestamp": "2026-04-26T01:22:03Z",
"trace_id": "17da514d-9108-41ac-812a-2ba086c72bcd",
"weighted_score": 25.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 200,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.524,
"latency_ms": 330,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-26T01:22:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 2841
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1799324",
"timestamp": "2026-04-22T05:48:44Z",
"trace_id": "1015fa58-871e-452d-b744-40eb31382460",
"weighted_score": 22.66
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 833,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.802,
"latency_ms": 59,
"node_provider": "CloudTrail",
"noise_level_db": 16
},
"timestamp": "2026-04-22T05:48:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 2391
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2050380",
"timestamp": "2026-04-25T03:33:00Z",
"trace_id": "2f7307d5-b804-44fd-87c3-982f18fc9dc9",
"weighted_score": 71.76
} | {
"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": 0.806,
"engine": "nemesis_planner",
"mcts_branches": 124,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.167,
"latency_ms": 199,
"node_provider": "Local_Syslog",
"noise_level_db": 20
},
"timestamp": "2026-04-25T03:33:00Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3178
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0212703",
"timestamp": "2026-04-03T21:05:03Z",
"trace_id": "475726ad-aade-4dfa-b5a3-b4d024ed526c",
"weighted_score": 79.93
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 654,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.375,
"latency_ms": 272,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-03T21:05:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2755
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2321678",
"timestamp": "2026-04-28T06:54:38Z",
"trace_id": "8a88afb9-8b89-4a91-a407-76787c17aa2b",
"weighted_score": 49.17
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 328,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.301,
"latency_ms": 314,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-28T06:54:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 7406
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1438551",
"timestamp": "2026-04-18T01:35:51Z",
"trace_id": "f5ae63cf-fbae-4190-9edf-12e0e807f06e",
"weighted_score": 73.97
} | {
"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": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 780,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.359,
"latency_ms": 375,
"node_provider": "Azure_Sentinel",
"noise_level_db": 73
},
"timestamp": "2026-04-18T01:35:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4675
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2175650",
"timestamp": "2026-04-26T14:20:50Z",
"trace_id": "b0f6a033-0433-45e9-bd0d-682a35030b97",
"weighted_score": 52.66
} | {
"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": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 603,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.623,
"latency_ms": 183,
"node_provider": "Local_Syslog",
"noise_level_db": 80
},
"timestamp": "2026-04-26T14:20:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 1264
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2350506",
"timestamp": "2026-04-28T14:55:06Z",
"trace_id": "61a6476a-4151-412d-abc7-af41e705f68d",
"weighted_score": 10.7
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 798,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.374,
"latency_ms": 308,
"node_provider": "Local_Syslog",
"noise_level_db": 17
},
"timestamp": "2026-04-28T14:55:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2135
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1557492",
"timestamp": "2026-04-19T10:38:12Z",
"trace_id": "ef341d84-37b7-4605-bb42-08c873969903",
"weighted_score": 95.99
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 381,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.249,
"latency_ms": 60,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-19T10:38:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7403
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1295831",
"timestamp": "2026-04-16T09:57:11Z",
"trace_id": "c38bc8ba-0ac5-44a5-b89d-74da02b25ac6",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T09:57:11Z"
},
{
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"total_execution_ms": 9467
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0074120",
"timestamp": "2026-04-02T06:35:20Z",
"trace_id": "cc6d3002-a5e2-49ca-8ac9-627856582e81",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-02T06:35:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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} | {
"fitness_score_update": 0.42,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1748368",
"timestamp": "2026-04-21T15:39:28Z",
"trace_id": "a23838d6-7dce-4259-a5df-0b7e2095668b",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0873680",
"timestamp": "2026-04-11T12:41:20Z",
"trace_id": "7cac404b-8d30-4b0a-8e23-958128c8d243",
"weighted_score": 90.71
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
"fitness_score_update": 0.29,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1035043",
"timestamp": "2026-04-13T09:30:43Z",
"trace_id": "a2de99e1-e6c1-41a2-ba43-cb99211fe44f",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0946240",
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"trace_id": "d0ba160e-d8f1-45e8-b2ae-a3f66cbecd15",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7508
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2100845",
"timestamp": "2026-04-25T17:34:05Z",
"trace_id": "37b0cab1-7f94-4caa-9c20-9b49fc8fc36c",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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"trigger": "unusual_ingress_traffic"
} | {
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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 | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0768518",
"timestamp": "2026-04-10T07:28:38Z",
"trace_id": "b2de7441-7bc4-40ab-a872-601c3157740a",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7228
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0641425",
"timestamp": "2026-04-08T20:10:25Z",
"trace_id": "1a1ad7c8-3502-402d-a4c1-12cb0a5343df",
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} | {
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} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1320623",
"timestamp": "2026-04-16T16:50:23Z",
"trace_id": "3e3cb273-7c8c-43af-bc67-3d41be86e6a8",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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"total_execution_ms": 8589
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1497241",
"timestamp": "2026-04-18T17:54:01Z",
"trace_id": "a85adac9-b5aa-40dc-9771-8720fcb01e97",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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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": "impact_achieved",
"id": "NEMESIS-1890879",
"timestamp": "2026-04-23T07:14:39Z",
"trace_id": "2cc86188-73c3-4123-a9f5-de37af8f0dbd",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
"timestamp": "2026-04-23T07:14:39Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2071746",
"timestamp": "2026-04-25T09:29:06Z",
"trace_id": "d3b2775f-876e-4245-9e02-dfa73ffff772",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T09:29:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 1640
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-18T21:13:59Z",
"trace_id": "b5b68808-b5f8-4cf9-a0a5-1d30d6ba9f26",
"weighted_score": 75.9
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T21:13:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1712979",
"timestamp": "2026-04-21T05:49:39Z",
"trace_id": "3336882a-3ac4-4db8-8a88-664d396fa007",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T05:49:39Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0448937",
"timestamp": "2026-04-06T14:42:17Z",
"trace_id": "626080e2-8317-4f3d-9f38-dea190a40354",
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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": "2026-04-06T14:42:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2434552",
"timestamp": "2026-04-29T14:15:52Z",
"trace_id": "c96c7868-c828-44c8-90c3-4516a33bb36f",
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} | {
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"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-29T14:15:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.77,
"total_execution_ms": 2180
} | {
"fitness_score_update": 0.03,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2219008",
"timestamp": "2026-04-27T02:23:28Z",
"trace_id": "84dea6a2-fd4f-4df4-a999-aeb5ba8058a9",
"weighted_score": 26.27
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T02:23:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 2996
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1206414",
"timestamp": "2026-04-15T09:06:54Z",
"trace_id": "5e2a2c17-1507-4ecf-b3ec-2e256b1d7a2b",
"weighted_score": 13.75
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 132,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T09:06:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4703
} | {
"fitness_score_update": 0.05,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1038551",
"timestamp": "2026-04-13T10:29:11Z",
"trace_id": "8b1188f7-c443-4c66-80fa-335fa40c3ad8",
"weighted_score": 91.11
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.984,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-13T10:29:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 6773
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1264411",
"timestamp": "2026-04-16T01:13:31Z",
"trace_id": "2d8ee276-803b-4043-9c3a-b59a04d55a65",
"weighted_score": 14.12
} | {
"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": 0.922,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-16T01:13:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 4872
} | {
"fitness_score_update": 0.34,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2459670",
"timestamp": "2026-04-29T21:14:30Z",
"trace_id": "7c762619-6a6d-459f-b349-325f126d1310",
"weighted_score": 39.14
} | {
"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": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 275,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T21:14:30Z"
},
{
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"total_execution_ms": 8639
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2422460",
"timestamp": "2026-04-29T10:54:20Z",
"trace_id": "80b2bef5-87f9-4c0c-9b13-5222bc0beb6f",
"weighted_score": 97.08
} | {
"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": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 872,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T10:54:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4985
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2279039",
"timestamp": "2026-04-27T19:03:59Z",
"trace_id": "fec5617a-6f35-457b-815a-cc8f582a7a86",
"weighted_score": 70.93
} | {
"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": 0.947,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T19:03:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.93,
"total_execution_ms": 6843
} | {
"fitness_score_update": 0.22,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0695564",
"timestamp": "2026-04-09T11:12:44Z",
"trace_id": "361894b4-0caf-4c98-b24c-745c7d08432e",
"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"
} | {
"confidence_score": 0.71,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T11:12:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.91,
"total_execution_ms": 8260
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1856906",
"timestamp": "2026-04-22T21:48:26Z",
"trace_id": "c0fefe0f-3291-421d-9bcb-63b9ec75c827",
"weighted_score": 85.71
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 991,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-22T21:48:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9779
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0545844",
"timestamp": "2026-04-07T17:37:24Z",
"trace_id": "80f0dee0-dfd1-4e01-be2e-1cd4fab9452d",
"weighted_score": 12.06
} | {
"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"
} | {
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"mcts_branches": 345,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-07T17:37:24Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"success_rate": 0.53,
"total_execution_ms": 1049
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2328662",
"timestamp": "2026-04-28T08:51:02Z",
"trace_id": "8596873d-af6c-4b2a-a191-980e4f2f2015",
"weighted_score": 83.86
} | {
"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"
} | {
"confidence_score": 0.985,
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"mcts_branches": 250,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T08:51:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.96,
"total_execution_ms": 3991
} | {
"fitness_score_update": 0.02,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2300069",
"timestamp": "2026-04-28T00:54:29Z",
"trace_id": "ef375143-7cb9-4bc9-9805-55e66bd32e1a",
"weighted_score": 82.69
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 847,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T00:54:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 4363
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2359954",
"timestamp": "2026-04-28T17:32:34Z",
"trace_id": "8479bd3f-ad1e-4442-875f-4748f79bb47c",
"weighted_score": 94.83
} | {
"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": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 758,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T17:32:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"success_rate": 0.42,
"total_execution_ms": 9110
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2363119",
"timestamp": "2026-04-28T18:25:19Z",
"trace_id": "5cca5af6-0f99-4e93-994b-b8e70ba5766d",
"weighted_score": 98.32
} | {
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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",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T18:25:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.66,
"total_execution_ms": 8674
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2363401",
"timestamp": "2026-04-28T18:30:01Z",
"trace_id": "5618bb54-faf7-461c-9fb3-e4acaa102dc3",
"weighted_score": 26.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-28T18:30:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8831
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2484095",
"timestamp": "2026-04-30T04:01:35Z",
"trace_id": "9eb5c3d4-2af9-4948-97b0-761b6baabefa",
"weighted_score": 82.8
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 399,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T04:01:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.63,
"total_execution_ms": 4230
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0276120",
"timestamp": "2026-04-04T14:42:00Z",
"trace_id": "d2915f95-3d38-42d8-aa43-ad5bca87ed63",
"weighted_score": 28.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-04T14:42:00Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0259515",
"timestamp": "2026-04-04T10:05:15Z",
"trace_id": "8b6468cb-1092-482b-a08e-70e16f5174e5",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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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": "impact_achieved",
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"timestamp": "2026-04-03T06:30:58Z",
"trace_id": "994b18f1-61cb-45da-80b5-1711fa753bee",
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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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} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
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"timestamp": "2026-04-05T18:24:39Z",
"trace_id": "45db2d48-5f6a-4dd2-9a63-750401196f48",
"weighted_score": 91.66
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
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"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0690038",
"timestamp": "2026-04-09T09:40:38Z",
"trace_id": "4f48c5d3-08a6-4660-b064-65ae656da91b",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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} | {
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} | {
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} | [
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-18T08:17:48Z",
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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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"timestamp": "2026-04-14T08:45:22Z",
"trace_id": "92857006-843a-4142-9d82-ba7b47d3eacd",
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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 | {
"decision_outcome": "impact_achieved",
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"timestamp": "2026-04-02T01:13:33Z",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-25T02:00:53Z",
"trace_id": "903d076b-4f36-48dc-8645-f4191a536d19",
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} | {
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} | [
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-28T22:05:02Z",
"trace_id": "5639d878-1dc6-4864-b760-5ded9136dac1",
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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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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-29T17:46:53Z",
"trace_id": "0c3899c3-8c9c-4652-bd97-b75ea85431e0",
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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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} | 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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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-27T03:32:20Z",
"trace_id": "5d477348-55c3-4d1b-8070-56ce0770b378",
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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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"timestamp": "2026-04-22T15:56:53Z",
"trace_id": "07714a57-cd61-46c6-95bb-8197713a8f3e",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-22T15:56:53Z"
},
{
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4881
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0031705",
"timestamp": "2026-04-01T18:48:25Z",
"trace_id": "975e7c96-d825-4e5b-b466-419640808725",
"weighted_score": 49.85
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 543,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 192,
"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-01T18:48:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2788
} | {
"fitness_score_update": 0.43,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0034973",
"timestamp": "2026-04-01T19:42:53Z",
"trace_id": "ac9873a3-4144-4aa0-aef7-259609ebf024",
"weighted_score": 50.56
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-01T19:42:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1631
} | {
"fitness_score_update": 0.02,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0411661",
"timestamp": "2026-04-06T04:21:01Z",
"trace_id": "4e2d492e-4173-41a0-939f-105b1a82bdd0",
"weighted_score": 61.18
} | {
"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": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 596,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-06T04:21:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9339
} | {
"fitness_score_update": 0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0862161",
"timestamp": "2026-04-11T09:29:21Z",
"trace_id": "d559c4b1-a4c2-4f3d-a962-1fdd268b97ec",
"weighted_score": 38.89
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 841,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-11T09:29:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1330
} | {
"fitness_score_update": 0.13,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0046344",
"timestamp": "2026-04-01T22:52:24Z",
"trace_id": "2446b99c-0d4f-44bf-a8ff-779fa4a7fe48",
"weighted_score": 11.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T22:52:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"total_execution_ms": 1030
} | {
"fitness_score_update": 0.28,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1002753",
"timestamp": "2026-04-13T00:32:33Z",
"trace_id": "934eb099-0f39-4918-8ac6-fa08f96827fd",
"weighted_score": 90.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.788,
"engine": "nemesis_planner",
"mcts_branches": 793,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T00:32:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9276
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0010836",
"timestamp": "2026-04-01T13:00:36Z",
"trace_id": "f313b394-9ed9-4cfc-96ef-e21730596648",
"weighted_score": 58.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T13:00:36Z"
},
{
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"total_execution_ms": 7039
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2191723",
"timestamp": "2026-04-26T18:48:43Z",
"trace_id": "91375429-0f8a-406a-81a6-d5c6b786574e",
"weighted_score": 57.48
} | {
"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": 0.91,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-26T18:48:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 5965
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2394835",
"timestamp": "2026-04-29T03:13:55Z",
"trace_id": "2427701e-c4a0-4fd9-924e-09cc6610cc1e",
"weighted_score": 47.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.876,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T03:13:55Z"
},
{
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"total_execution_ms": 6766
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0490770",
"timestamp": "2026-04-07T02:19:30Z",
"trace_id": "d40d6641-a4b9-40b8-ac2e-c6d8126985cd",
"weighted_score": 65.09
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 509,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-07T02:19:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2066
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0926713",
"timestamp": "2026-04-12T03:25:13Z",
"trace_id": "dc471a48-5494-40e4-b67b-97c9f787c87e",
"weighted_score": 39.3
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 933,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T03:25:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 3824
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1612210",
"timestamp": "2026-04-20T01:50:10Z",
"trace_id": "fd6b0e02-20fa-4038-b3fb-0b950abf4c49",
"weighted_score": 93.42
} | {
"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": 0.707,
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"mcts_branches": 122,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-20T01:50:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 4842
} | {
"fitness_score_update": 0.14,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1662955",
"timestamp": "2026-04-20T15:55:55Z",
"trace_id": "f00cb818-56ef-4299-b17a-cefb1fcbca93",
"weighted_score": 65.49
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 157,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-20T15:55:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7200
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0470960",
"timestamp": "2026-04-06T20:49:20Z",
"trace_id": "130bafb2-1ead-4b87-9ad6-e66800b9b87d",
"weighted_score": 41.55
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-06T20:49:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.43,
"total_execution_ms": 7303
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1006437",
"timestamp": "2026-04-13T01:33:57Z",
"trace_id": "2c9297b6-9a59-47f9-a97a-ff39b79f999f",
"weighted_score": 53.7
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T01:33:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4039
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2366289",
"timestamp": "2026-04-28T19:18:09Z",
"trace_id": "06fd1224-6d6f-4a3a-ad56-2c11c136ada3",
"weighted_score": 52.15
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-28T19:18:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 1007
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1514999",
"timestamp": "2026-04-18T22:49:59Z",
"trace_id": "1d9d72ac-8e71-487b-8e2f-7d3b4628cff8",
"weighted_score": 89.14
} | {
"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": 0.979,
"engine": "nemesis_planner",
"mcts_branches": 427,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T22:49:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5156
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1740025",
"timestamp": "2026-04-21T13:20:25Z",
"trace_id": "66429095-bfad-4acb-b1e7-176bc2154eb4",
"weighted_score": 17.57
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 833,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.108,
"latency_ms": 28,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-21T13:20:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3811
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0230893",
"timestamp": "2026-04-04T02:08:13Z",
"trace_id": "b8957459-627c-41c7-868c-a67541338cf9",
"weighted_score": 44.4
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.72,
"engine": "nemesis_planner",
"mcts_branches": 525,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.707,
"latency_ms": 29,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-04T02:08:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 5565
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1186873",
"timestamp": "2026-04-15T03:41:13Z",
"trace_id": "2fb509ab-6352-487e-8cfb-2259f534538e",
"weighted_score": 61.41
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 442,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.697,
"latency_ms": 123,
"node_provider": "CrowdStrike",
"noise_level_db": 70
},
"timestamp": "2026-04-15T03:41:13Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 6233
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2485628",
"timestamp": "2026-04-30T04:27:08Z",
"trace_id": "c66c40af-3ad4-4126-87ff-9148b43c4aaf",
"weighted_score": 25.96
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 367,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.159,
"latency_ms": 294,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-30T04:27:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9859
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0515265",
"timestamp": "2026-04-07T09:07:45Z",
"trace_id": "a8fe147c-4d50-48ec-89d2-a849e63d67d7",
"weighted_score": 67.54
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 283,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.651,
"latency_ms": 74,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-07T09:07:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 9682
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1915783",
"timestamp": "2026-04-23T14:09:43Z",
"trace_id": "17166337-ed0e-4391-abc0-f60bdc0518db",
"weighted_score": 52.21
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 619,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 350,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-23T14:09:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6530
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0235788",
"timestamp": "2026-04-04T03:29:48Z",
"trace_id": "c2f8a00b-6d0f-4063-a4d7-3a2d78769046",
"weighted_score": 23.96
} | {
"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": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 440,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.502,
"latency_ms": 381,
"node_provider": "CloudTrail",
"noise_level_db": 11
},
"timestamp": "2026-04-04T03:29:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1134
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1707427",
"timestamp": "2026-04-21T04:17:07Z",
"trace_id": "6ee02943-750f-448b-a3f9-63d227424b30",
"weighted_score": 96.84
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 677,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.685,
"latency_ms": 370,
"node_provider": "CloudTrail",
"noise_level_db": 25
},
"timestamp": "2026-04-21T04:17:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4975
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2254240",
"timestamp": "2026-04-27T12:10:40Z",
"trace_id": "ef647702-33f1-4d5c-940f-61c6e7ba137e",
"weighted_score": 22.82
} | {
"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": 0.881,
"engine": "nemesis_planner",
"mcts_branches": 762,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.579,
"latency_ms": 65,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-27T12:10:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 4461
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0164627",
"timestamp": "2026-04-03T07:43:47Z",
"trace_id": "e521f487-7dbc-493a-857f-ea273bdf53a4",
"weighted_score": 90.13
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.703,
"engine": "nemesis_planner",
"mcts_branches": 674,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.758,
"latency_ms": 98,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-03T07:43:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7388
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0769579",
"timestamp": "2026-04-10T07:46:19Z",
"trace_id": "0aedb434-bd69-45dd-b9f6-6a5cec2c2514",
"weighted_score": 32.5
} | {
"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": 0.963,
"engine": "nemesis_planner",
"mcts_branches": 687,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.831,
"latency_ms": 47,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-10T07:46:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 9987
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1007623",
"timestamp": "2026-04-13T01:53:43Z",
"trace_id": "49e9c444-1399-45b0-bd83-230c35d5ad82",
"weighted_score": 77.12
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 218,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.322,
"latency_ms": 200,
"node_provider": "Azure_Sentinel",
"noise_level_db": 28
},
"timestamp": "2026-04-13T01:53:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1604
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1923201",
"timestamp": "2026-04-23T16:13:21Z",
"trace_id": "2e9330ce-9958-4cbb-ad9e-a8dc785cbfd2",
"weighted_score": 90.69
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.946,
"engine": "nemesis_planner",
"mcts_branches": 282,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.655,
"latency_ms": 433,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-23T16:13:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8967
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1843002",
"timestamp": "2026-04-22T17:56:42Z",
"trace_id": "ba2daec1-538a-41ab-9522-bf6eb479bd95",
"weighted_score": 81.86
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 209,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.528,
"latency_ms": 208,
"node_provider": "CrowdStrike",
"noise_level_db": 29
},
"timestamp": "2026-04-22T17:56:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 4357
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2256694",
"timestamp": "2026-04-27T12:51:34Z",
"trace_id": "ace0625a-5c1f-4d43-b873-7cb166e88e58",
"weighted_score": 48.89
} | {
"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": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 927,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.565,
"latency_ms": 255,
"node_provider": "CloudTrail",
"noise_level_db": 35
},
"timestamp": "2026-04-27T12:51:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 6352
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
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