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-1862079",
"timestamp": "2026-04-22T23:14:39Z",
"trace_id": "050c62af-111f-4c6d-ad07-fe3d21828409",
"weighted_score": 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": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.176,
"latency_ms": 270,
"node_provider": "CloudTrail",
"noise_level_db": 10
},
"timestamp": "2026-04-22T23:14:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 3883
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1007440",
"timestamp": "2026-04-13T01:50:40Z",
"trace_id": "6039a8e4-5a1d-4e2b-a4cf-868b7ac2db75",
"weighted_score": 16.99
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 563,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.569,
"latency_ms": 15,
"node_provider": "CrowdStrike",
"noise_level_db": 69
},
"timestamp": "2026-04-13T01:50:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 1006
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1323463",
"timestamp": "2026-04-16T17:37:43Z",
"trace_id": "17f8ab5f-cc3b-41b3-8f35-363f67097e5f",
"weighted_score": 85.72
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 624,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.483,
"latency_ms": 385,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-16T17:37:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7511
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1925067",
"timestamp": "2026-04-23T16:44:27Z",
"trace_id": "ef670961-a637-46a9-bc42-5fef24f7a2e1",
"weighted_score": 49.13
} | {
"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": 0.704,
"engine": "nemesis_planner",
"mcts_branches": 524,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.872,
"latency_ms": 35,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-23T16:44:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8363
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0952590",
"timestamp": "2026-04-12T10:36:30Z",
"trace_id": "a5b716c3-62c6-4406-a41b-612de7d29006",
"weighted_score": 78.82
} | {
"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": 0.751,
"engine": "nemesis_planner",
"mcts_branches": 234,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.739,
"latency_ms": 166,
"node_provider": "Local_Syslog",
"noise_level_db": 37
},
"timestamp": "2026-04-12T10:36:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 8298
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2284542",
"timestamp": "2026-04-27T20:35:42Z",
"trace_id": "70758d89-39e0-4a76-9360-b013c37343ac",
"weighted_score": 45.67
} | {
"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": 740,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.225,
"latency_ms": 98,
"node_provider": "CloudTrail",
"noise_level_db": 70
},
"timestamp": "2026-04-27T20:35:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 1753
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1432131",
"timestamp": "2026-04-17T23:48:51Z",
"trace_id": "da5943b2-912d-4024-9261-68664d3f80e6",
"weighted_score": 84.31
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.861,
"engine": "nemesis_planner",
"mcts_branches": 478,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.867,
"latency_ms": 407,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-17T23:48:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 7122
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0509055",
"timestamp": "2026-04-07T07:24:15Z",
"trace_id": "f197b5c4-bc2d-4720-b31c-8b87757f5303",
"weighted_score": 39.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 356,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.94,
"latency_ms": 65,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-07T07:24:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component": ... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 2797
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1145369",
"timestamp": "2026-04-14T16:09:29Z",
"trace_id": "d8c03ce0-7428-4429-adc0-4f6d9a5ee786",
"weighted_score": 16.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 756,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.615,
"latency_ms": 29,
"node_provider": "Azure_Sentinel",
"noise_level_db": 70
},
"timestamp": "2026-04-14T16:09:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7708
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0375301",
"timestamp": "2026-04-05T18:15:01Z",
"trace_id": "9318f759-d17e-4c98-a003-3e48aa184c15",
"weighted_score": 87.72
} | {
"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": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 301,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.449,
"latency_ms": 413,
"node_provider": "Azure_Sentinel",
"noise_level_db": 37
},
"timestamp": "2026-04-05T18:15:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 7339
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0126389",
"timestamp": "2026-04-02T21:06:29Z",
"trace_id": "6d9e03c9-610c-43cf-a9de-b94932a2e910",
"weighted_score": 67.57
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.904,
"latency_ms": 423,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-02T21:06:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 3571
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2437161",
"timestamp": "2026-04-29T14:59:21Z",
"trace_id": "b382fdd0-c3ac-48e4-b79c-90092c23b316",
"weighted_score": 14.02
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 522,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.723,
"latency_ms": 465,
"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-29T14:59:21Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5240
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0013250",
"timestamp": "2026-04-01T13:40:50Z",
"trace_id": "63127012-a92e-429d-9c70-23e7dadca8b7",
"weighted_score": 73.08
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.718,
"engine": "nemesis_planner",
"mcts_branches": 457,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.237,
"latency_ms": 424,
"node_provider": "CloudTrail",
"noise_level_db": 37
},
"timestamp": "2026-04-01T13:40:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 7382
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0202403",
"timestamp": "2026-04-03T18:13:23Z",
"trace_id": "c89efc73-4310-47f2-b7ca-27d0870f5ced",
"weighted_score": 76.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 463,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.522,
"latency_ms": 395,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-03T18:13:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 8344
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1577341",
"timestamp": "2026-04-19T16:09:01Z",
"trace_id": "1f50e5fe-af97-4831-903b-6638faae39b9",
"weighted_score": 65.65
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 324,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.593,
"latency_ms": 263,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-19T16:09:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6133
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0062393",
"timestamp": "2026-04-02T03:19:53Z",
"trace_id": "ad2fdd19-5383-4a50-9b44-48931415259b",
"weighted_score": 64.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 676,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.756,
"latency_ms": 228,
"node_provider": "CrowdStrike",
"noise_level_db": 63
},
"timestamp": "2026-04-02T03:19:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 2377
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0318437",
"timestamp": "2026-04-05T02:27:17Z",
"trace_id": "a762ccc7-bab9-4017-a31e-9807b2764739",
"weighted_score": 28.7
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 314,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.586,
"latency_ms": 456,
"node_provider": "Local_Syslog",
"noise_level_db": 74
},
"timestamp": "2026-04-05T02:27:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 2980
} | {
"fitness_score_update": 0.06,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0393228",
"timestamp": "2026-04-05T23:13:48Z",
"trace_id": "e5751a5f-3040-4b9a-9a7b-70408a75a41c",
"weighted_score": 62.97
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 459,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T23:13:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7523
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1545500",
"timestamp": "2026-04-19T07:18:20Z",
"trace_id": "a0d71204-c616-4c89-a0cc-d44e775761da",
"weighted_score": 82.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T07:18:20Z"
},
{
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"total_execution_ms": 2228
} | {
"fitness_score_update": 0.03,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2119763",
"timestamp": "2026-04-25T22:49:23Z",
"trace_id": "0c4d620f-34cd-4dba-8b14-347927493bd4",
"weighted_score": 58.32
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 880,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T22:49:23Z"
},
{
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"total_execution_ms": 8687
} | {
"fitness_score_update": 0.42,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1029045",
"timestamp": "2026-04-13T07:50:45Z",
"trace_id": "c467bc10-2ac4-4044-b5bb-8638933fc0c4",
"weighted_score": 85.21
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T07:50:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"total_execution_ms": 9422
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2279472",
"timestamp": "2026-04-27T19:11:12Z",
"trace_id": "0073062f-31c3-4b98-910b-8b8f2816160c",
"weighted_score": 64.29
} | {
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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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},
"timestamp": "2026-04-27T19:11:12Z"
},
{
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... | {
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"total_execution_ms": 5994
} | {
"fitness_score_update": 0.31,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0775608",
"timestamp": "2026-04-10T09:26:48Z",
"trace_id": "467616ac-0f7a-452d-9c33-d2e1b1a82627",
"weighted_score": 21.76
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-10T09:26:48Z"
},
{
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"total_execution_ms": 5175
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1790947",
"timestamp": "2026-04-22T03:29:07Z",
"trace_id": "0883956e-bcb8-43c4-9ee1-eddf6a1b11bd",
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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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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T03:29:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1233
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0681478",
"timestamp": "2026-04-09T07:17:58Z",
"trace_id": "02866be3-1cf6-48e7-b31b-e95f20833b83",
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} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T07:17:58Z"
},
{
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"total_execution_ms": 1237
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1976577",
"timestamp": "2026-04-24T07:02:57Z",
"trace_id": "89ab5d35-8b16-412f-909b-a5c2595ceedf",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T07:02:57Z"
},
{
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"total_execution_ms": 9393
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0383829",
"timestamp": "2026-04-05T20:37:09Z",
"trace_id": "a5d4e083-ca58-461a-ba64-dd3bb60ed59f",
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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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},
"timestamp": "2026-04-05T20:37:09Z"
},
{
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"total_execution_ms": 3990
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1531618",
"timestamp": "2026-04-19T03:26:58Z",
"trace_id": "4a843026-88f9-4c78-99cd-bf1855c967d0",
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} | {
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T03:26:58Z"
},
{
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"total_execution_ms": 6319
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2451166",
"timestamp": "2026-04-29T18:52:46Z",
"trace_id": "b8b36f99-5060-44e7-8bda-eeff805a16c3",
"weighted_score": 51.58
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 124,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T18:52:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"success_rate": 0.7,
"total_execution_ms": 2029
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0031049",
"timestamp": "2026-04-01T18:37:29Z",
"trace_id": "b7a217f2-ece0-4129-bacd-9d390e5efdd0",
"weighted_score": 79.93
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T18:37:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8549
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0042580",
"timestamp": "2026-04-01T21:49:40Z",
"trace_id": "fbab8fb6-84a4-4b8e-8d99-4efac3a55635",
"weighted_score": 40.84
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 439,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-01T21:49:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 3482
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0657583",
"timestamp": "2026-04-09T00:39:43Z",
"trace_id": "fa81d8a3-8df8-4b74-b42b-2e99d753acb9",
"weighted_score": 27.73
} | {
"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"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T00:39:43Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 7035
} | {
"fitness_score_update": 0.1,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0562916",
"timestamp": "2026-04-07T22:21:56Z",
"trace_id": "2c6e75c5-a87a-4657-ba9a-be424439e125",
"weighted_score": 96.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T22:21:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 7305
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0377008",
"timestamp": "2026-04-05T18:43:28Z",
"trace_id": "21498285-bd91-4a04-a334-c5d2cdfc571b",
"weighted_score": 13.28
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T18:43:28Z"
},
{
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"success_rate": 0.81,
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0498708",
"timestamp": "2026-04-07T04:31:48Z",
"trace_id": "3922d79c-40f1-424e-b6ba-30cc004435c9",
"weighted_score": 80.28
} | {
"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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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-07T04:31:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2614
} | {
"fitness_score_update": 0.31,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2174607",
"timestamp": "2026-04-26T14:03:27Z",
"trace_id": "a4410b5c-ce12-4721-b555-e59bf60ecda9",
"weighted_score": 61.23
} | {
"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": "2026-04-26T14:03:27Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4347
} | {
"fitness_score_update": 0.15,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1790082",
"timestamp": "2026-04-22T03:14:42Z",
"trace_id": "a86ec3e5-74e1-41d7-abc5-814e600998a0",
"weighted_score": 90.76
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.799,
"engine": "nemesis_planner",
"mcts_branches": 341,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T03:14:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8736
} | {
"fitness_score_update": 0.14,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2495651",
"timestamp": "2026-04-30T07:14:11Z",
"trace_id": "d4eacc78-3d08-4929-89a7-8700cc775562",
"weighted_score": 11.17
} | {
"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": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 807,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-30T07:14:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.7,
"total_execution_ms": 7888
} | {
"fitness_score_update": -0.04,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0273547",
"timestamp": "2026-04-04T13:59:07Z",
"trace_id": "40456318-e1ed-497b-8b0a-9844507ca57e",
"weighted_score": 94.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 757,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T13:59:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 5366
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1154682",
"timestamp": "2026-04-14T18:44:42Z",
"trace_id": "579dd5a0-981a-4d8a-a2df-3d4288a4a06e",
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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"
} | {
"confidence_score": 0.757,
"engine": "nemesis_planner",
"mcts_branches": 774,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-14T18:44:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.89,
"total_execution_ms": 3693
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1499651",
"timestamp": "2026-04-18T18:34:11Z",
"trace_id": "48ae02d3-d9d9-4ef2-9158-98155fff66d7",
"weighted_score": 42.93
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 905,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T18:34:11Z"
},
{
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"component"... | {
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"total_execution_ms": 6190
} | {
"fitness_score_update": 0.16,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1022462",
"timestamp": "2026-04-13T06:01:02Z",
"trace_id": "e3d46c1a-a759-4219-9426-45d49636488e",
"weighted_score": 49.05
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-13T06:01:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6840
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1308070",
"timestamp": "2026-04-16T13:21:10Z",
"trace_id": "bc330106-8eed-491d-9ff3-d165e0f0806d",
"weighted_score": 50.83
} | {
"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": "2026-04-16T13:21:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 3710
} | {
"fitness_score_update": 0.27,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0233326",
"timestamp": "2026-04-04T02:48:46Z",
"trace_id": "39a0430d-7bec-403a-a748-a23acabd8d30",
"weighted_score": 13.16
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-04T02:48:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8045
} | {
"fitness_score_update": 0.02,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0722179",
"timestamp": "2026-04-09T18:36:19Z",
"trace_id": "b9edc62a-48e1-4ab9-a9d0-f9da22afe805",
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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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"mcts_branches": 146,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T18:36:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.69,
"total_execution_ms": 4307
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0165794",
"timestamp": "2026-04-03T08:03:14Z",
"trace_id": "a932d51f-517b-4a61-85b9-42ab77f8fa4e",
"weighted_score": 36.42
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 537,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-03T08:03:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 6882
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2106448",
"timestamp": "2026-04-25T19:07:28Z",
"trace_id": "39ff09f9-95a4-421e-98eb-ab95baabde78",
"weighted_score": 27.19
} | {
"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": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 430,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-25T19:07:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 9863
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0464898",
"timestamp": "2026-04-06T19:08:18Z",
"trace_id": "397e6d9c-5546-44ae-97d7-9124e530f8f2",
"weighted_score": 21.28
} | {
"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": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 933,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-06T19:08:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.57,
"total_execution_ms": 6147
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1921012",
"timestamp": "2026-04-23T15:36:52Z",
"trace_id": "fa94af04-628a-4dc1-bcff-60f272495d5b",
"weighted_score": 63.75
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 132,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T15:36:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.85,
"total_execution_ms": 5520
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1429506",
"timestamp": "2026-04-17T23:05:06Z",
"trace_id": "9a1a7408-63ce-49c7-9097-f8ddd29dc38f",
"weighted_score": 61.09
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 700,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T23:05:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"success_rate": 0.9,
"total_execution_ms": 6446
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1657740",
"timestamp": "2026-04-20T14:29:00Z",
"trace_id": "8db23be3-58c9-471d-8c91-32287dbe179f",
"weighted_score": 82.97
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 508,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-20T14:29:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 6294
} | {
"fitness_score_update": 0.4,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1326527",
"timestamp": "2026-04-16T18:28:47Z",
"trace_id": "b7e451b7-c13a-4e18-894c-4fa5d46ac4c4",
"weighted_score": 81.45
} | {
"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": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-16T18:28:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 1337
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1719960",
"timestamp": "2026-04-21T07:46:00Z",
"trace_id": "46acffc9-d35f-4f7c-829d-2140048825d1",
"weighted_score": 93.57
} | {
"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": 0.843,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-21T07:46:00Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"success_rate": 0.78,
"total_execution_ms": 2365
} | {
"fitness_score_update": 0.2,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0696937",
"timestamp": "2026-04-09T11:35:37Z",
"trace_id": "a0ee4130-a2f3-4cda-8a9d-9cd721ad399c",
"weighted_score": 45.16
} | {
"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": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 378,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T11:35:37Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 5933
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1938159",
"timestamp": "2026-04-23T20:22:39Z",
"trace_id": "757d53ce-6fa8-4598-817e-c81a7d0db739",
"weighted_score": 27.41
} | {
"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": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 260,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T20:22:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8421
} | {
"fitness_score_update": 0.2,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1900455",
"timestamp": "2026-04-23T09:54:15Z",
"trace_id": "93dc4d0c-6887-4845-a872-ad3e3917dc72",
"weighted_score": 19.33
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-23T09:54:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2219
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1242046",
"timestamp": "2026-04-15T19:00:46Z",
"trace_id": "6c0f0012-e9f9-4c46-9cf3-f81af4337e10",
"weighted_score": 99.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.792,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T19:00:46Z"
},
{
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"total_execution_ms": 8144
} | {
"fitness_score_update": -0.07,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1995663",
"timestamp": "2026-04-24T12:21:03Z",
"trace_id": "126e0656-3105-4e3c-a5d6-093b6da48c06",
"weighted_score": 89.62
} | {
"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": 0.734,
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"mcts_branches": 571,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T12:21:03Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 2278
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1572328",
"timestamp": "2026-04-19T14:45:28Z",
"trace_id": "c7b09604-2897-417d-a0e2-97f9fbab793f",
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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": "2026-04-19T14:45:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9793
} | {
"fitness_score_update": 0.25,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2234292",
"timestamp": "2026-04-27T06:38:12Z",
"trace_id": "6c8804c0-2bd8-41bb-8ab0-f010545cd00f",
"weighted_score": 60.87
} | {
"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": "2026-04-27T06:38:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8909
} | {
"fitness_score_update": 0.26,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1243853",
"timestamp": "2026-04-15T19:30:53Z",
"trace_id": "f9bb1805-2f0e-4cde-802e-a54163985a46",
"weighted_score": 94.54
} | {
"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": 225,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T19:30:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 7839
} | {
"fitness_score_update": 0.37,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0057972",
"timestamp": "2026-04-02T02:06:12Z",
"trace_id": "bfaa9b8a-7dea-469d-b38c-a31956ffaf40",
"weighted_score": 10.27
} | {
"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": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 386,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T02:06:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"total_execution_ms": 6329
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2263235",
"timestamp": "2026-04-27T14:40:35Z",
"trace_id": "79073814-14a5-4f02-8db7-4943364e5ff6",
"weighted_score": 50.13
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T14:40:35Z"
},
{
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"total_execution_ms": 4378
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1915652",
"timestamp": "2026-04-23T14:07:32Z",
"trace_id": "fcee4bc2-953d-459d-9efd-233966fcf0cc",
"weighted_score": 30.96
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T14:07:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 1993
} | {
"fitness_score_update": 0.09,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0454847",
"timestamp": "2026-04-06T16:20:47Z",
"trace_id": "fc37b5b1-2405-4201-bfd3-14b4098f6a38",
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-06T16:20:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7608
} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0211631",
"timestamp": "2026-04-03T20:47:11Z",
"trace_id": "c48cca1a-cb76-4a26-b94d-b83c1cacfa00",
"weighted_score": 44.39
} | {
"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": "2026-04-03T20:47:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.61,
"total_execution_ms": 5065
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0869132",
"timestamp": "2026-04-11T11:25:32Z",
"trace_id": "4628f088-c10d-42b2-a7cb-fb88bb7c9c3d",
"weighted_score": 82.28
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T11:25:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2655
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0245955",
"timestamp": "2026-04-04T06:19:15Z",
"trace_id": "f68edd34-e821-4a46-bc01-edb971a68682",
"weighted_score": 13.47
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T06:19:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 6471
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1002282",
"timestamp": "2026-04-13T00:24:42Z",
"trace_id": "6618cf58-0f2d-4a29-827e-f624247ad17c",
"weighted_score": 91.43
} | {
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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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},
"timestamp": "2026-04-13T00:24:42Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 3004
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1419391",
"timestamp": "2026-04-17T20:16:31Z",
"trace_id": "9f73d008-7e29-4d74-9b73-65f21da3570e",
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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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} | [
{
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1818154",
"timestamp": "2026-04-22T11:02:34Z",
"trace_id": "5e268b86-1f83-463f-b004-8e89ed7c2388",
"weighted_score": 21.91
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0549358",
"timestamp": "2026-04-07T18:35:58Z",
"trace_id": "a7ac15fb-b461-4cd0-b07c-e9d61e10d92a",
"weighted_score": 27.78
} | {
"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": "2026-04-07T18:35:58Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1271028",
"timestamp": "2026-04-16T03:03:48Z",
"trace_id": "b21b7573-55b7-44e4-b684-efa418e26b56",
"weighted_score": 36.02
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0942988",
"timestamp": "2026-04-12T07:56:28Z",
"trace_id": "99509b9e-f410-42b0-bfbc-88b4f20655b1",
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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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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0599205",
"timestamp": "2026-04-08T08:26:45Z",
"trace_id": "6742e6f1-a013-46ed-999c-50f80938ba4a",
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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",
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} | {
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} | [
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},
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2409115",
"timestamp": "2026-04-29T07:11:55Z",
"trace_id": "b9d8127d-fb51-4837-beeb-a701f3088d88",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2286038",
"timestamp": "2026-04-27T21:00:38Z",
"trace_id": "bf34f47e-b4df-42e4-b354-b9b4116f7005",
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} | {
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"chain": "ubuntu-22.04",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-27T21:00:38Z"
},
{
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"total_execution_ms": 5839
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0289612",
"timestamp": "2026-04-04T18:26:52Z",
"trace_id": "41f43470-d600-4a2a-aa3d-9b228e98b0ff",
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} | {
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} | {
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} | [
{
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 1363
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0619133",
"timestamp": "2026-04-08T13:58:53Z",
"trace_id": "dbd8b5ec-9f00-465b-8a04-9197fa9b102c",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
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},
"timestamp": "2026-04-08T13:58:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3091
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2400882",
"timestamp": "2026-04-29T04:54:42Z",
"trace_id": "86aebb9d-acb8-4a8b-9552-47f883e7e53c",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T04:54:42Z"
},
{
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"total_execution_ms": 3000
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0989015",
"timestamp": "2026-04-12T20:43:35Z",
"trace_id": "c703200b-3aff-4f3c-bbc8-302722a3e6fb",
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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": "2026-04-12T20:43:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4997
} | {
"fitness_score_update": 0.27,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1945135",
"timestamp": "2026-04-23T22:18:55Z",
"trace_id": "bb456927-9249-45a7-a8b6-512e3e1fd53f",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T22:18:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4388
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-03T16:27:03Z",
"trace_id": "d1243604-3ee5-42d4-9b74-e9115cf6bfdb",
"weighted_score": 80.42
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
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},
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},
{
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"total_execution_ms": 3821
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2169295",
"timestamp": "2026-04-26T12:34:55Z",
"trace_id": "7ec67843-cefb-440d-a27b-0051ce90fb55",
"weighted_score": 63.37
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T12:34:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 1814
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1418260",
"timestamp": "2026-04-17T19:57:40Z",
"trace_id": "0555d156-fa73-44c4-8286-d58c57ecba06",
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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",
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} | {
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} | [
{
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},
"timestamp": "2026-04-17T19:57:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 2026
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0449725",
"timestamp": "2026-04-06T14:55:25Z",
"trace_id": "f3694e19-e16a-4f8b-9991-fb025bdcb135",
"weighted_score": 65.45
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.959,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.709,
"latency_ms": 139,
"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-06T14:55:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 9062
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1810419",
"timestamp": "2026-04-22T08:53:39Z",
"trace_id": "cf3a418f-9695-43e3-87a1-6e234f25776e",
"weighted_score": 43.32
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 208,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.286,
"latency_ms": 317,
"node_provider": "CloudTrail",
"noise_level_db": 15
},
"timestamp": "2026-04-22T08:53:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 6589
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0472546",
"timestamp": "2026-04-06T21:15:46Z",
"trace_id": "368c8494-6d1e-4bcb-87fe-58c5b5481209",
"weighted_score": 34.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 444,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.652,
"latency_ms": 152,
"node_provider": "CloudTrail",
"noise_level_db": 31
},
"timestamp": "2026-04-06T21:15:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 3856
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0389111",
"timestamp": "2026-04-05T22:05:11Z",
"trace_id": "12b46be0-5ec4-48d7-bfea-1f6a0256ca4d",
"weighted_score": 44.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 838,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.687,
"latency_ms": 155,
"node_provider": "CrowdStrike",
"noise_level_db": 45
},
"timestamp": "2026-04-05T22:05:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 1985
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2261712",
"timestamp": "2026-04-27T14:15:12Z",
"trace_id": "53e94288-93cd-4f9c-88b7-04db19694797",
"weighted_score": 29.61
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.731,
"engine": "nemesis_planner",
"mcts_branches": 635,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.405,
"latency_ms": 262,
"node_provider": "Azure_Sentinel",
"noise_level_db": 32
},
"timestamp": "2026-04-27T14:15:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 9881
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2412225",
"timestamp": "2026-04-29T08:03:45Z",
"trace_id": "43ea651f-dbe4-42ff-8ccd-5742309b9272",
"weighted_score": 69.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 463,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.437,
"latency_ms": 430,
"node_provider": "CloudTrail",
"noise_level_db": 61
},
"timestamp": "2026-04-29T08:03:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 7971
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0285228",
"timestamp": "2026-04-04T17:13:48Z",
"trace_id": "4d668079-ea3d-4d58-9370-a22ec01e824e",
"weighted_score": 85.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.704,
"engine": "nemesis_planner",
"mcts_branches": 954,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.927,
"latency_ms": 238,
"node_provider": "Azure_Sentinel",
"noise_level_db": 64
},
"timestamp": "2026-04-04T17:13:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 4087
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0633254",
"timestamp": "2026-04-08T17:54:14Z",
"trace_id": "cc0e4098-d52e-4ce3-bda0-523504655188",
"weighted_score": 92.28
} | {
"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": 0.72,
"engine": "nemesis_planner",
"mcts_branches": 818,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.405,
"latency_ms": 437,
"node_provider": "CloudTrail",
"noise_level_db": 59
},
"timestamp": "2026-04-08T17:54:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2365
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0973121",
"timestamp": "2026-04-12T16:18:41Z",
"trace_id": "b4561393-6758-4d2f-8896-64262e70dbfe",
"weighted_score": 53.2
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 260,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.699,
"latency_ms": 353,
"node_provider": "Local_Syslog",
"noise_level_db": 61
},
"timestamp": "2026-04-12T16:18:41Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 6816
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1461897",
"timestamp": "2026-04-18T08:04:57Z",
"trace_id": "dbc83662-2a70-442a-a328-65829cb4fec7",
"weighted_score": 14.54
} | {
"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": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.757,
"latency_ms": 286,
"node_provider": "Local_Syslog",
"noise_level_db": 68
},
"timestamp": "2026-04-18T08:04:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 7336
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1578278",
"timestamp": "2026-04-19T16:24:38Z",
"trace_id": "853dd453-3474-44d1-b707-20c001a59f6a",
"weighted_score": 12.23
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 660,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.647,
"latency_ms": 30,
"node_provider": "CloudTrail",
"noise_level_db": 60
},
"timestamp": "2026-04-19T16:24:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 1081
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1981709",
"timestamp": "2026-04-24T08:28:29Z",
"trace_id": "58304b78-2ea0-49e9-89ad-5beebf0af9df",
"weighted_score": 38.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 729,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.836,
"latency_ms": 49,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-24T08:28:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 5793
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0785864",
"timestamp": "2026-04-10T12:17:44Z",
"trace_id": "10255ba4-f268-477f-8c3b-426cdb7bf562",
"weighted_score": 34.05
} | {
"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": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 265,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.557,
"latency_ms": 434,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-10T12:17:44Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 6227
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1205910",
"timestamp": "2026-04-15T08:58:30Z",
"trace_id": "1ed0541f-a1b0-4bd4-88f6-0d9e1c4021be",
"weighted_score": 28.27
} | {
"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": 0.865,
"engine": "nemesis_planner",
"mcts_branches": 797,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.653,
"latency_ms": 275,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-15T08:58:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 6322
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2205276",
"timestamp": "2026-04-26T22:34:36Z",
"trace_id": "8e88dfed-986d-46da-83f3-2024171a4e8f",
"weighted_score": 32.38
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 445,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.272,
"latency_ms": 68,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-26T22:34:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 6794
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
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