schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0825554",
"timestamp": "2026-04-10T23:19:14Z",
"trace_id": "1e696164-550e-4c8b-9d9e-3bee573d27c2",
"weighted_score": 54.31
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.906,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.941,
"latency_ms": 281,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-10T23:19:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 2424
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0195522",
"timestamp": "2026-04-03T16:18:42Z",
"trace_id": "bbe22f38-f59d-417b-9008-5e051b69068d",
"weighted_score": 62.21
} | {
"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": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 675,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.385,
"latency_ms": 284,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-03T16:18:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 2685
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1089595",
"timestamp": "2026-04-14T00:39:55Z",
"trace_id": "590c2c69-4737-45bb-8668-4bd6fd23c335",
"weighted_score": 24.47
} | {
"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": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 443,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.283,
"latency_ms": 145,
"node_provider": "CrowdStrike",
"noise_level_db": 11
},
"timestamp": "2026-04-14T00:39:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 9020
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0803498",
"timestamp": "2026-04-10T17:11:38Z",
"trace_id": "308f9971-a787-435f-a501-d0adac15ed04",
"weighted_score": 35.15
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 298,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.139,
"latency_ms": 199,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-10T17:11:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 8652
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1637217",
"timestamp": "2026-04-20T08:46:57Z",
"trace_id": "3a1487a6-6e6d-4fdc-9395-de1d9189f819",
"weighted_score": 43.91
} | {
"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": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 895,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.151,
"latency_ms": 455,
"node_provider": "Local_Syslog",
"noise_level_db": 13
},
"timestamp": "2026-04-20T08:46:57Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 4625
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0118977",
"timestamp": "2026-04-02T19:02:57Z",
"trace_id": "485de309-a2d7-44da-b9b0-ebd1438a2520",
"weighted_score": 53.31
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 483,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.111,
"latency_ms": 149,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-02T19:02:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 8744
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0852815",
"timestamp": "2026-04-11T06:53:35Z",
"trace_id": "3524ed4b-3350-44c3-8140-3c20baf02728",
"weighted_score": 82.73
} | {
"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": 0.729,
"engine": "nemesis_planner",
"mcts_branches": 710,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.941,
"latency_ms": 358,
"node_provider": "Azure_Sentinel",
"noise_level_db": 74
},
"timestamp": "2026-04-11T06:53:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 7579
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0158230",
"timestamp": "2026-04-03T05:57:10Z",
"trace_id": "8824426b-9a0d-4a5c-b954-9036e7b51d1e",
"weighted_score": 40.61
} | {
"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": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 922,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.933,
"latency_ms": 232,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-03T05:57:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 2034
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1669448",
"timestamp": "2026-04-20T17:44:08Z",
"trace_id": "1ac53ea2-f2e3-4a78-a42e-3998b076c1d3",
"weighted_score": 32.6
} | {
"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": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 943,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.716,
"latency_ms": 172,
"node_provider": "Local_Syslog",
"noise_level_db": 73
},
"timestamp": "2026-04-20T17:44:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4149
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0983341",
"timestamp": "2026-04-12T19:09:01Z",
"trace_id": "814dc50f-e3f0-4596-a842-e75a6a567332",
"weighted_score": 10.4
} | {
"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": 0.915,
"engine": "nemesis_planner",
"mcts_branches": 454,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.249,
"latency_ms": 207,
"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-12T19:09:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 9170
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1063013",
"timestamp": "2026-04-13T17:16:53Z",
"trace_id": "f7fddd75-8c28-4e3e-acf7-f1c7aa908669",
"weighted_score": 92.58
} | {
"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": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 679,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.437,
"latency_ms": 489,
"node_provider": "CrowdStrike",
"noise_level_db": 53
},
"timestamp": "2026-04-13T17:16:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 2702
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0330608",
"timestamp": "2026-04-05T05:50:08Z",
"trace_id": "7f02ae09-237c-4383-bad7-91a5f0cef9fd",
"weighted_score": 99.28
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 481,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.49,
"latency_ms": 368,
"node_provider": "Local_Syslog",
"noise_level_db": 42
},
"timestamp": "2026-04-05T05:50:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 7176
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0832082",
"timestamp": "2026-04-11T01:08:02Z",
"trace_id": "9343d0c6-e728-423c-8a66-1a2579be9247",
"weighted_score": 49.55
} | {
"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": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 965,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.718,
"latency_ms": 11,
"node_provider": "CrowdStrike",
"noise_level_db": 30
},
"timestamp": "2026-04-11T01:08:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 1980
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0109875",
"timestamp": "2026-04-02T16:31:15Z",
"trace_id": "29047510-aa9c-44bb-b378-a4a89f1eb429",
"weighted_score": 87.25
} | {
"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": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 751,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.471,
"latency_ms": 467,
"node_provider": "CloudTrail",
"noise_level_db": 31
},
"timestamp": "2026-04-02T16:31:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 2958
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1267760",
"timestamp": "2026-04-16T02:09:20Z",
"trace_id": "a74acb8e-7f38-4dbc-bf31-e987731dbf31",
"weighted_score": 64.49
} | {
"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": 0.731,
"engine": "nemesis_planner",
"mcts_branches": 882,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.835,
"latency_ms": 496,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-16T02:09:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 9718
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0153542",
"timestamp": "2026-04-03T04:39:02Z",
"trace_id": "f0c3719a-50b4-41af-b9a2-d374f3c7e3ff",
"weighted_score": 83.12
} | {
"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"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 815,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.833,
"latency_ms": 246,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-03T04:39:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 8757
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2273726",
"timestamp": "2026-04-27T17:35:26Z",
"trace_id": "1b119c7f-5ac1-4af3-acb5-d8208e494393",
"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"
} | {
"confidence_score": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 547,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.876,
"latency_ms": 116,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-27T17:35:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 3841
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1924221",
"timestamp": "2026-04-23T16:30:21Z",
"trace_id": "c1f99877-50e8-49a8-ab8f-6efedbd9e385",
"weighted_score": 27.76
} | {
"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": 0.754,
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"mcts_branches": 547,
"winning_strategy": "Stealth_Escalation"
} | [
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"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-23T16:30:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1403151",
"timestamp": "2026-04-17T15:45:51Z",
"trace_id": "f75028cf-977e-45ce-82d3-39db238fe7e5",
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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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} | [
{
"action": "RECON_FUZZ_API",
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1489283",
"timestamp": "2026-04-18T15:41:23Z",
"trace_id": "e3b17c3f-2912-4027-867e-e4b581c59764",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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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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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1533270",
"timestamp": "2026-04-19T03:54:30Z",
"trace_id": "139eb223-9e64-4215-b460-5f2746f406a5",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0833922",
"timestamp": "2026-04-11T01:38:42Z",
"trace_id": "202bc6dd-2abf-41ae-a836-7f3f29aa6a9f",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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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",
"id": "NEMESIS-1379221",
"timestamp": "2026-04-17T09:07:01Z",
"trace_id": "758cfcf9-972d-4a7a-9e29-9408b2da0b8d",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
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"timestamp": "2026-04-13T16:52:20Z",
"trace_id": "2bfb8e07-4030-4c85-bc80-66790beb61f6",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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} | [
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-03T06:34:24Z",
"trace_id": "ff825cc3-6f78-48b8-bb46-6b2d8c47f25e",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "LSASS_MEMORY_DUMP",
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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": "2026-04-18T20:34:24Z",
"trace_id": "112b5251-dc60-43c9-97a1-d66071729af5",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-18T20:34:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0827086",
"timestamp": "2026-04-10T23:44:46Z",
"trace_id": "1ecb74cb-2ea5-48a3-a959-a7717f60113d",
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} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
"fitness_score_update": 0.17,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1112212",
"timestamp": "2026-04-14T06:56:52Z",
"trace_id": "f035e451-88ae-4659-a7f1-e7fcf554c880",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-14T06:56:52Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1467731",
"timestamp": "2026-04-18T09:42:11Z",
"trace_id": "3ddc9519-636d-4bae-88b1-fba726702182",
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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": "2026-04-18T09:42:11Z"
},
{
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"total_execution_ms": 4520
} | {
"fitness_score_update": 0.24,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1450495",
"timestamp": "2026-04-18T04:54:55Z",
"trace_id": "376887f9-df8a-4392-8942-9ae0d84be245",
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} | {
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-18T04:54:55Z"
},
{
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... | {
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} | {
"fitness_score_update": 0.18,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T04:27:30Z",
"trace_id": "d0462533-07fa-4841-8fab-535e55e69474",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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"total_execution_ms": 3356
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-19T04:45:05Z",
"trace_id": "0ecb7d6f-0fc2-4170-b388-25f03c36c737",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-19T04:45:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7577
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1861537",
"timestamp": "2026-04-22T23:05:37Z",
"trace_id": "07623074-0422-4b00-b13c-b3f4fc8220e0",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-22T23:05:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2408701",
"timestamp": "2026-04-29T07:05:01Z",
"trace_id": "8e323dba-42ee-433d-9ef4-793290a44327",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0012328",
"timestamp": "2026-04-01T13:25:28Z",
"trace_id": "49cca1b0-fbd2-4af5-91f3-1242b8badc68",
"weighted_score": 67.25
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 488,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-01T13:25:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 1228
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0808745",
"timestamp": "2026-04-10T18:39:05Z",
"trace_id": "dd5dc463-bc0b-4689-b47d-325182cfb38f",
"weighted_score": 79.28
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.808,
"engine": "nemesis_planner",
"mcts_branches": 380,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T18:39:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"total_execution_ms": 6576
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1211721",
"timestamp": "2026-04-15T10:35:21Z",
"trace_id": "276f735b-0eeb-4aff-847e-ae84522a45ce",
"weighted_score": 57.68
} | {
"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": 550,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"component"... | {
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} | {
"fitness_score_update": 0.33,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1581424",
"timestamp": "2026-04-19T17:17:04Z",
"trace_id": "aaad749f-1873-4d87-9feb-bc48a3adbe94",
"weighted_score": 70.09
} | {
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 975,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T17:17:04Z"
},
{
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"total_execution_ms": 7880
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1723871",
"timestamp": "2026-04-21T08:51:11Z",
"trace_id": "a43a717c-2171-4170-b545-dfdcf46ad448",
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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": "2026-04-21T08:51:11Z"
},
{
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"total_execution_ms": 1795
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0614025",
"timestamp": "2026-04-08T12:33:45Z",
"trace_id": "f47633f7-509e-4871-a043-0c95f588a0d6",
"weighted_score": 31.97
} | {
"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"
} | {
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"mcts_branches": 153,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T12:33:45Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0794067",
"timestamp": "2026-04-10T14:34:27Z",
"trace_id": "5195bb27-859f-4de5-9992-aad9d510a6a2",
"weighted_score": 86.61
} | {
"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": "2026-04-10T14:34:27Z"
},
{
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"total_execution_ms": 9782
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1441869",
"timestamp": "2026-04-18T02:31:09Z",
"trace_id": "9da6a8a5-e81e-4b55-9871-414ac95a80da",
"weighted_score": 50.59
} | {
"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"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-18T02:31:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"total_execution_ms": 4928
} | {
"fitness_score_update": 0.13,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1458390",
"timestamp": "2026-04-18T07:06:30Z",
"trace_id": "d761822c-89ba-4a20-9a1d-31648f98bc8c",
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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": "2026-04-18T07:06:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2373527",
"timestamp": "2026-04-28T21:18:47Z",
"trace_id": "416226d2-c13f-4414-b946-cd45519c37e0",
"weighted_score": 62.8
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T21:18:47Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1192847",
"timestamp": "2026-04-15T05:20:47Z",
"trace_id": "9f7ba84f-6354-4006-a03e-6b52001c4063",
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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"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T05:20:47Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4836
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0472464",
"timestamp": "2026-04-06T21:14:24Z",
"trace_id": "435432c3-63d6-494b-9583-4855353443e8",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T21:14:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9870
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0418323",
"timestamp": "2026-04-06T06:12:03Z",
"trace_id": "caf84adf-9fb4-4be4-9478-6999cecb80b8",
"weighted_score": 77.69
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-06T06:12:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 5131
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0124639",
"timestamp": "2026-04-02T20:37:19Z",
"trace_id": "6d19ea27-442a-4d1c-b398-29e6c9353622",
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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"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-02T20:37:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1717
} | {
"fitness_score_update": 0.21,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1054728",
"timestamp": "2026-04-13T14:58:48Z",
"trace_id": "59f3854b-dbde-4560-a665-9c35b6a93902",
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T14:58:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3400
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1797169",
"timestamp": "2026-04-22T05:12:49Z",
"trace_id": "f38a2613-7a39-4e35-b8da-3cd1012d546f",
"weighted_score": 55.01
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-22T05:12:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8085
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1256735",
"timestamp": "2026-04-15T23:05:35Z",
"trace_id": "088fedab-2e0f-4b99-ab34-d35d26d341c2",
"weighted_score": 14.38
} | {
"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"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-15T23:05:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 1262
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2346686",
"timestamp": "2026-04-28T13:51:26Z",
"trace_id": "c901b226-3ef3-423c-b00d-eb6c1cc45427",
"weighted_score": 63.89
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 841,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.786,
"latency_ms": 323,
"node_provider": "CloudTrail",
"noise_level_db": 14
},
"timestamp": "2026-04-28T13:51:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 2230
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0403579",
"timestamp": "2026-04-06T02:06:19Z",
"trace_id": "b43e8dab-955b-4316-ae0f-19f99231938c",
"weighted_score": 75.15
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 482,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 70,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-06T02:06:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 8261
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0798900",
"timestamp": "2026-04-10T15:55:00Z",
"trace_id": "5e51d88e-3822-40d7-95d3-d7f215beba08",
"weighted_score": 26.35
} | {
"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": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 236,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 316,
"node_provider": "Local_Syslog",
"noise_level_db": 20
},
"timestamp": "2026-04-10T15:55:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 3735
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1361365",
"timestamp": "2026-04-17T04:09:25Z",
"trace_id": "fa4498cd-c892-4bc5-b70f-e5af041eef61",
"weighted_score": 87.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 152,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 77
},
"timestamp": "2026-04-17T04:09:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 7880
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0531527",
"timestamp": "2026-04-07T13:38:47Z",
"trace_id": "57f72012-71e7-492e-ba8c-45a11607a7ae",
"weighted_score": 50.72
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.981,
"engine": "nemesis_planner",
"mcts_branches": 449,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-07T13:38:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 4935
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0264602",
"timestamp": "2026-04-04T11:30:02Z",
"trace_id": "6d99b1a4-455d-4659-a24c-22e35cf99cd6",
"weighted_score": 54.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-04T11:30:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 9892
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0035286",
"timestamp": "2026-04-01T19:48:06Z",
"trace_id": "c7c7b742-28c2-4087-bd4f-16762f332876",
"weighted_score": 13.1
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 549,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T19:48:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 5640
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1945738",
"timestamp": "2026-04-23T22:28:58Z",
"trace_id": "7a633ad3-ec34-4754-abdf-0276c0ab636b",
"weighted_score": 90.54
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 303,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-23T22:28:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"success_rate": 0.99,
"total_execution_ms": 9523
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1603815",
"timestamp": "2026-04-19T23:30:15Z",
"trace_id": "e5352a64-1815-4f6d-9baa-8edebd21b34f",
"weighted_score": 73.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 190,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-19T23:30:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9487
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1105249",
"timestamp": "2026-04-14T05:00:49Z",
"trace_id": "7cf69afe-aac2-41e8-aa2a-c5c920e92e07",
"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": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 325,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-14T05:00:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9638
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0053666",
"timestamp": "2026-04-02T00:54:26Z",
"trace_id": "2c71618f-9636-4e86-afe0-999139f11bb9",
"weighted_score": 59.54
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 222,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-02T00:54:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 3219
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1754244",
"timestamp": "2026-04-21T17:17:24Z",
"trace_id": "f2513cd4-7856-4e22-a7cc-15004f6b25db",
"weighted_score": 49.88
} | {
"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": 822,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-21T17:17:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 8701
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0460062",
"timestamp": "2026-04-06T17:47:42Z",
"trace_id": "d15aada8-09d2-46f9-8a76-c4c5f22f5f23",
"weighted_score": 10.39
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 327,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 332,
"node_provider": "Azure_Sentinel",
"noise_level_db": 24
},
"timestamp": "2026-04-06T17:47:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 5405
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0400511",
"timestamp": "2026-04-06T01:15:11Z",
"trace_id": "ac413f93-02e3-4ed5-b58e-98281c41e71a",
"weighted_score": 82.29
} | {
"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": 291,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-06T01:15:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 5919
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1429205",
"timestamp": "2026-04-17T23:00:05Z",
"trace_id": "f69c5925-a110-4244-a6b1-f16fdd8f6ad4",
"weighted_score": 41.13
} | {
"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": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 343,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-17T23:00:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 4295
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0983201",
"timestamp": "2026-04-12T19:06:41Z",
"trace_id": "13faf945-027b-4b84-a4e0-3de173755b55",
"weighted_score": 23.35
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.98,
"engine": "nemesis_planner",
"mcts_branches": 634,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
"noise_level_db": 26
},
"timestamp": "2026-04-12T19:06:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 3478
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0438569",
"timestamp": "2026-04-06T11:49:29Z",
"trace_id": "31c3a8bb-8e7b-4be2-a078-28ae8f227cbe",
"weighted_score": 83.4
} | {
"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": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 145,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-06T11:49:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 4434
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1689350",
"timestamp": "2026-04-20T23:15:50Z",
"trace_id": "b71bae55-7ae6-4303-a447-4096d41d400a",
"weighted_score": 78.92
} | {
"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": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 878,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 269,
"node_provider": "CrowdStrike",
"noise_level_db": 36
},
"timestamp": "2026-04-20T23:15:50Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7823
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1719426",
"timestamp": "2026-04-21T07:37:06Z",
"trace_id": "04ca17c3-a76e-4935-bbfd-c23af53e99d2",
"weighted_score": 67.25
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 985,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.309,
"latency_ms": 311,
"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-21T07:37:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 2014
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2020039",
"timestamp": "2026-04-24T19:07:19Z",
"trace_id": "7fa93d44-9fce-4c02-8913-fd43f82c9594",
"weighted_score": 15.17
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 345,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"latency_ms": 405,
"node_provider": "CloudTrail",
"noise_level_db": 19
},
"timestamp": "2026-04-24T19:07:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 8258
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0674083",
"timestamp": "2026-04-09T05:14:43Z",
"trace_id": "2de2fb44-8e8a-4376-8607-ca7e4cd9b3e2",
"weighted_score": 88.47
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 728,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 47,
"node_provider": "CrowdStrike",
"noise_level_db": 47
},
"timestamp": "2026-04-09T05:14:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 7467
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2055961",
"timestamp": "2026-04-25T05:06:01Z",
"trace_id": "56b7f4e5-91eb-4324-9704-83789995a925",
"weighted_score": 68.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 248,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 446,
"node_provider": "CloudTrail",
"noise_level_db": 80
},
"timestamp": "2026-04-25T05:06:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 7805
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0191187",
"timestamp": "2026-04-03T15:06:27Z",
"trace_id": "86b9af25-9913-4644-aa2a-2e9cfc268905",
"weighted_score": 52.06
} | {
"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": 0.884,
"engine": "nemesis_planner",
"mcts_branches": 971,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 88,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-03T15:06:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 6537
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2028467",
"timestamp": "2026-04-24T21:27:47Z",
"trace_id": "bd935980-8cf8-4623-9835-9a0c55ed4b47",
"weighted_score": 29.91
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 320,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 194,
"node_provider": "Local_Syslog",
"noise_level_db": 21
},
"timestamp": "2026-04-24T21:27:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 3313
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1602514",
"timestamp": "2026-04-19T23:08:34Z",
"trace_id": "1ea43b15-d11a-4e5e-b609-d5c410c198f8",
"weighted_score": 70.32
} | {
"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": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 726,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 215,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-19T23:08:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8020
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1760300",
"timestamp": "2026-04-21T18:58:20Z",
"trace_id": "e2dd7ef8-7b44-4f43-baaa-ccde1f7b73bf",
"weighted_score": 88.81
} | {
"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": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 854,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 53,
"node_provider": "CloudTrail",
"noise_level_db": 28
},
"timestamp": "2026-04-21T18:58:20Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 9562
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2002780",
"timestamp": "2026-04-24T14:19:40Z",
"trace_id": "396cbce9-1130-45e1-9174-7d949f0ca95a",
"weighted_score": 78.27
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 351,
"node_provider": "Azure_Sentinel",
"noise_level_db": 55
},
"timestamp": "2026-04-24T14:19:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 2869
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1477699",
"timestamp": "2026-04-18T12:28:19Z",
"trace_id": "24ae7f53-fb75-4f9d-87c1-0887ead26a40",
"weighted_score": 55.27
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 406,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.332,
"latency_ms": 191,
"node_provider": "CloudTrail",
"noise_level_db": 18
},
"timestamp": "2026-04-18T12:28:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 6413
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1848430",
"timestamp": "2026-04-22T19:27:10Z",
"trace_id": "de7cb621-d7fe-43f4-9e9b-91ca56494cc7",
"weighted_score": 64.52
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 608,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.305,
"latency_ms": 217,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-22T19:27:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4358
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1303251",
"timestamp": "2026-04-16T12:00:51Z",
"trace_id": "6c29ac42-4e9e-4e6b-b295-41f749809ab2",
"weighted_score": 22.09
} | {
"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"
} | {
"confidence_score": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 935,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 188,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-16T12:00:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1451
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1656642",
"timestamp": "2026-04-20T14:10:42Z",
"trace_id": "9fb29c95-eff4-4204-9f28-f3aa7d49f71b",
"weighted_score": 38.1
} | {
"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": 189,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 409,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-20T14:10:42Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 5461
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2289576",
"timestamp": "2026-04-27T21:59:36Z",
"trace_id": "066b0de2-33cc-45ee-a53b-3ab5baad89d3",
"weighted_score": 64.58
} | {
"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": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 723,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 76,
"node_provider": "CloudTrail",
"noise_level_db": 55
},
"timestamp": "2026-04-27T21:59:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 9233
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0120073",
"timestamp": "2026-04-02T19:21:13Z",
"trace_id": "1c1e9370-fbeb-4022-a1f7-b53138943947",
"weighted_score": 22.63
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 844,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 484,
"node_provider": "CrowdStrike",
"noise_level_db": 32
},
"timestamp": "2026-04-02T19:21:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 9180
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0025553",
"timestamp": "2026-04-01T17:05:53Z",
"trace_id": "2a21ceaa-791e-4580-b75d-21e2577aafea",
"weighted_score": 55.75
} | {
"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": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 111,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 141,
"node_provider": "CloudTrail",
"noise_level_db": 67
},
"timestamp": "2026-04-01T17:05:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 3092
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2339291",
"timestamp": "2026-04-28T11:48:11Z",
"trace_id": "cad9b8fd-a431-4b43-be5a-00a551f1295f",
"weighted_score": 99.45
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.822,
"engine": "nemesis_planner",
"mcts_branches": 600,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.864,
"latency_ms": 428,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-28T11:48:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 6338
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0364816",
"timestamp": "2026-04-05T15:20:16Z",
"trace_id": "5e431be1-44df-409c-a520-6d2279d6cf3d",
"weighted_score": 43.13
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 312,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.205,
"latency_ms": 250,
"node_provider": "CloudTrail",
"noise_level_db": 71
},
"timestamp": "2026-04-05T15:20:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 4562
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1253827",
"timestamp": "2026-04-15T22:17:07Z",
"trace_id": "ede5e224-3edb-45ba-965b-00265b7f362b",
"weighted_score": 22.94
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 601,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.666,
"latency_ms": 405,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-15T22:17:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 6473
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1944955",
"timestamp": "2026-04-23T22:15:55Z",
"trace_id": "737d9069-2442-4fb2-8fe9-6b42faec3b2a",
"weighted_score": 60.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 914,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.119,
"latency_ms": 122,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-23T22:15:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 9256
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0728463",
"timestamp": "2026-04-09T20:21:03Z",
"trace_id": "e0868361-fc9c-4016-b19a-4e6733eddaec",
"weighted_score": 12.82
} | {
"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": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 860,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.399,
"latency_ms": 102,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-09T20:21:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 6862
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0501845",
"timestamp": "2026-04-07T05:24:05Z",
"trace_id": "198cb7f8-48e4-4c33-a3fd-2c65b9d351f3",
"weighted_score": 23.07
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 145,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.892,
"latency_ms": 335,
"node_provider": "Azure_Sentinel",
"noise_level_db": 13
},
"timestamp": "2026-04-07T05:24:05Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 9369
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0002013",
"timestamp": "2026-04-01T10:33:33Z",
"trace_id": "06cce7ad-5c93-40d6-b9e4-ea9434128da2",
"weighted_score": 67.73
} | {
"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": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 707,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.424,
"latency_ms": 149,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-01T10:33:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 2985
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1797797",
"timestamp": "2026-04-22T05:23:17Z",
"trace_id": "4521a924-8859-4282-bbd7-d2e18a3302b5",
"weighted_score": 62.52
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.753,
"engine": "nemesis_planner",
"mcts_branches": 175,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.661,
"latency_ms": 399,
"node_provider": "Local_Syslog",
"noise_level_db": 18
},
"timestamp": "2026-04-22T05:23:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 6546
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0995304",
"timestamp": "2026-04-12T22:28:24Z",
"trace_id": "78308630-6fd9-432f-82ea-a2330d88caf0",
"weighted_score": 18.47
} | {
"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": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 965,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.127,
"latency_ms": 409,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-12T22:28:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 8660
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0545896",
"timestamp": "2026-04-07T17:38:16Z",
"trace_id": "7d36ddfc-5319-46db-80bf-debf97e1f038",
"weighted_score": 54.11
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 843,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.804,
"latency_ms": 59,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-07T17:38:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 9090
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2076430",
"timestamp": "2026-04-25T10:47:10Z",
"trace_id": "f5f2b9ad-4928-48d5-af56-ed74c4e3f259",
"weighted_score": 53.79
} | {
"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": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 938,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.839,
"latency_ms": 401,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-25T10:47:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 6994
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1116593",
"timestamp": "2026-04-14T08:09:53Z",
"trace_id": "591e12ea-bb09-46d1-ac90-3e020a774275",
"weighted_score": 62.15
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 708,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.939,
"latency_ms": 226,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-14T08:09:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 3989
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0594287",
"timestamp": "2026-04-08T07:04:47Z",
"trace_id": "bd47ce13-7e84-44c2-8479-86f17985626e",
"weighted_score": 88.88
} | {
"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": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 139,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 11,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-08T07:04:47Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 6576
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0784213",
"timestamp": "2026-04-10T11:50:13Z",
"trace_id": "ab26f4fd-3829-40b2-a820-8b74d1ecb5e0",
"weighted_score": 90
} | {
"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": 0.916,
"engine": "nemesis_planner",
"mcts_branches": 794,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.141,
"latency_ms": 196,
"node_provider": "Local_Syslog",
"noise_level_db": 15
},
"timestamp": "2026-04-10T11:50:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 1381
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2280848",
"timestamp": "2026-04-27T19:34:08Z",
"trace_id": "ccb4d9c1-dd8f-46f2-b011-5cb3cc4ffc66",
"weighted_score": 78.82
} | {
"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": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 475,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.771,
"latency_ms": 353,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-27T19:34:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 9365
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
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