schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1900536",
"timestamp": "2026-04-23T09:55:36Z",
"trace_id": "78b792b6-5ec6-4ee2-b4c2-a60872e42136",
"weighted_score": 51.01
} | {
"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": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 104,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.751,
"latency_ms": 300,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-23T09:55:36Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 3914
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0904852",
"timestamp": "2026-04-11T21:20:52Z",
"trace_id": "5d5647e3-8696-4ce1-a30b-89ee69ba6595",
"weighted_score": 67.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.802,
"engine": "nemesis_planner",
"mcts_branches": 205,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.962,
"latency_ms": 465,
"node_provider": "Azure_Sentinel",
"noise_level_db": 50
},
"timestamp": "2026-04-11T21:20:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5812
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1852285",
"timestamp": "2026-04-22T20:31:25Z",
"trace_id": "713104b9-5497-43cc-8417-57a2e05ce67b",
"weighted_score": 43.11
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 579,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.404,
"latency_ms": 347,
"node_provider": "CrowdStrike",
"noise_level_db": 11
},
"timestamp": "2026-04-22T20:31:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 4677
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2372619",
"timestamp": "2026-04-28T21:03:39Z",
"trace_id": "12415fd4-db17-4ef8-8740-93c7ae09965f",
"weighted_score": 54.82
} | {
"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": 0.731,
"engine": "nemesis_planner",
"mcts_branches": 823,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.178,
"latency_ms": 243,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-28T21:03:39Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 8962
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0631515",
"timestamp": "2026-04-08T17:25:15Z",
"trace_id": "cbdd13d8-b892-4206-882d-d98ee9091609",
"weighted_score": 99.75
} | {
"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": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 103,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.773,
"latency_ms": 214,
"node_provider": "CrowdStrike",
"noise_level_db": 40
},
"timestamp": "2026-04-08T17:25:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 3082
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1361137",
"timestamp": "2026-04-17T04:05:37Z",
"trace_id": "ac03ad44-911a-41a9-8c62-a081ca2defd1",
"weighted_score": 46.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.866,
"engine": "nemesis_planner",
"mcts_branches": 369,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.508,
"latency_ms": 166,
"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-17T04:05:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 8470
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0647829",
"timestamp": "2026-04-08T21:57:09Z",
"trace_id": "5235e574-5678-4c5d-a1f2-fb4069af9f1b",
"weighted_score": 25.11
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.942,
"engine": "nemesis_planner",
"mcts_branches": 359,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.123,
"latency_ms": 443,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-08T21:57:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 3731
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0895311",
"timestamp": "2026-04-11T18:41:51Z",
"trace_id": "1646b29d-0818-42e3-a179-6c64c4e63da7",
"weighted_score": 47.36
} | {
"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": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 582,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.586,
"latency_ms": 284,
"node_provider": "CrowdStrike",
"noise_level_db": 65
},
"timestamp": "2026-04-11T18:41:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 8150
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0786518",
"timestamp": "2026-04-10T12:28:38Z",
"trace_id": "7c6de459-d939-4034-b236-51375c1c935b",
"weighted_score": 63.99
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 878,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.751,
"latency_ms": 60,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-10T12:28:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9291
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0070641",
"timestamp": "2026-04-02T05:37:21Z",
"trace_id": "8f59cd81-b452-4e2e-8928-c03dfe892bf9",
"weighted_score": 21.17
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 143,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.441,
"latency_ms": 455,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-02T05:37:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 7812
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2255911",
"timestamp": "2026-04-27T12:38:31Z",
"trace_id": "81570f8e-308f-4301-b9c1-01f5870ad377",
"weighted_score": 77.46
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 484,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.923,
"latency_ms": 339,
"node_provider": "CrowdStrike",
"noise_level_db": 22
},
"timestamp": "2026-04-27T12:38:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8837
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1764421",
"timestamp": "2026-04-21T20:07:01Z",
"trace_id": "b2cf3d10-80c7-408d-be10-5658813cd950",
"weighted_score": 89.12
} | {
"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": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 355,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.494,
"latency_ms": 313,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-21T20:07:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8457
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0472017",
"timestamp": "2026-04-06T21:06:57Z",
"trace_id": "f8a2783c-abfe-4122-ae4c-02285adc51f4",
"weighted_score": 88.93
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 117,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.455,
"latency_ms": 40,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-06T21:06:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 8436
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1482322",
"timestamp": "2026-04-18T13:45:22Z",
"trace_id": "6a348451-962e-48ad-adc8-2cc4e803f1be",
"weighted_score": 91.21
} | {
"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"
} | {
"confidence_score": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 160,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.988,
"latency_ms": 48,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-18T13:45:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 3757
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0557416",
"timestamp": "2026-04-07T20:50:16Z",
"trace_id": "5bd070b4-e26a-46b9-8447-6a2f4f7a2ac4",
"weighted_score": 17.06
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 879,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 9,
"node_provider": "Azure_Sentinel",
"noise_level_db": 77
},
"timestamp": "2026-04-07T20:50:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 9887
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2019974",
"timestamp": "2026-04-24T19:06:14Z",
"trace_id": "80f053c5-f36a-465b-9819-4d4491493fc2",
"weighted_score": 15.09
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 505,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.131,
"latency_ms": 229,
"node_provider": "Local_Syslog",
"noise_level_db": 50
},
"timestamp": "2026-04-24T19:06:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 6853
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0475432",
"timestamp": "2026-04-06T22:03:52Z",
"trace_id": "c955542e-bd82-416c-8ba6-6715c89b4a95",
"weighted_score": 58.55
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.927,
"engine": "nemesis_planner",
"mcts_branches": 162,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.328,
"latency_ms": 98,
"node_provider": "CloudTrail",
"noise_level_db": 29
},
"timestamp": "2026-04-06T22:03:52Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 6709
} | {
"fitness_score_update": -0.01,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2461707",
"timestamp": "2026-04-29T21:48:27Z",
"trace_id": "b3f3f6f3-cb1e-406f-bd85-79caa2217761",
"weighted_score": 56.95
} | {
"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": 0.889,
"engine": "nemesis_planner",
"mcts_branches": 510,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-29T21:48:27Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 4235
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2044736",
"timestamp": "2026-04-25T01:58:56Z",
"trace_id": "977564fe-6532-4087-9828-78cac61f04bc",
"weighted_score": 44.94
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 863,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T01:58:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 9492
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1688640",
"timestamp": "2026-04-20T23:04:00Z",
"trace_id": "8b4326fe-8bac-41af-a0b8-b5cc2d3092fc",
"weighted_score": 21.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T23:04:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2822
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2064204",
"timestamp": "2026-04-25T07:23:24Z",
"trace_id": "587131ff-c555-41d8-9251-cc4e6cb5040a",
"weighted_score": 10.05
} | {
"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": 498,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-25T07:23:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 1802
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1441071",
"timestamp": "2026-04-18T02:17:51Z",
"trace_id": "20cf266f-db51-4cc6-af75-9f4a81500dfd",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T02:17:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3957
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0243798",
"timestamp": "2026-04-04T05:43:18Z",
"trace_id": "6ac0d83c-c794-4240-88dc-7ed18cd5d33a",
"weighted_score": 91.81
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"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": "2026-04-04T05:43:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1712556",
"timestamp": "2026-04-21T05:42:36Z",
"trace_id": "ff73e501-1d2a-43d4-a87a-da246b8056b9",
"weighted_score": 94.42
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T05:42:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.25,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1562304",
"timestamp": "2026-04-19T11:58:24Z",
"trace_id": "13aebfef-0bd2-4984-8994-21ec31d0bd75",
"weighted_score": 76.34
} | {
"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": 952,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-19T11:58:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 7763
} | {
"fitness_score_update": 0.06,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0422797",
"timestamp": "2026-04-06T07:26:37Z",
"trace_id": "89a787bf-1215-4ea6-bbbf-26b7cd92748f",
"weighted_score": 53.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
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"protocol": "Active-Directory",
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} | {
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} | [
{
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},
"timestamp": "2026-04-06T07:26:37Z"
},
{
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"total_execution_ms": 7936
} | {
"fitness_score_update": 0.07,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1394394",
"timestamp": "2026-04-17T13:19:54Z",
"trace_id": "a945d616-bcf7-483b-a499-257a807e9e6e",
"weighted_score": 90.2
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T13:19:54Z"
},
{
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"total_execution_ms": 2443
} | {
"fitness_score_update": 0.29,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0236821",
"timestamp": "2026-04-04T03:47:01Z",
"trace_id": "19fc4800-9f44-4a5c-8336-9e3e1375a0a2",
"weighted_score": 70.23
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 474,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T03:47:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 8013
} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0644770",
"timestamp": "2026-04-08T21:06:10Z",
"trace_id": "610e239c-e80c-4401-b075-f2b6d15152a3",
"weighted_score": 70.02
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T21:06:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.5,
"total_execution_ms": 9410
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1011088",
"timestamp": "2026-04-13T02:51:28Z",
"trace_id": "3d61e2f4-26e5-4949-9061-aeddbcdd0e68",
"weighted_score": 91.67
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 911,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T02:51:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6703
} | {
"fitness_score_update": 0.19,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1877566",
"timestamp": "2026-04-23T03:32:46Z",
"trace_id": "cb85ed42-6b27-49d0-b337-59756f6bffc4",
"weighted_score": 19.44
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.83,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T03:32:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.22,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2450913",
"timestamp": "2026-04-29T18:48:33Z",
"trace_id": "173b0745-c749-463b-84df-32d3875d79fa",
"weighted_score": 50.84
} | {
"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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"mcts_branches": 935,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T18:48:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 4972
} | {
"fitness_score_update": 0.4,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2078342",
"timestamp": "2026-04-25T11:19:02Z",
"trace_id": "fe8d78fb-a0bb-480e-bd4b-ccf2da415977",
"weighted_score": 92.96
} | {
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"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": "2026-04-25T11:19:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 2747
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1429418",
"timestamp": "2026-04-17T23:03:38Z",
"trace_id": "ad976d30-6a97-4f3e-b9c2-c2dd33b9e2d6",
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} | {
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-17T23:03:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1903106",
"timestamp": "2026-04-23T10:38:26Z",
"trace_id": "cd8561ae-dfec-4fcc-9375-f5a4006334a4",
"weighted_score": 99.4
} | {
"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": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 659,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-23T10:38:26Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 8907
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2169052",
"timestamp": "2026-04-26T12:30:52Z",
"trace_id": "31dda39f-b18b-4d92-bf13-57ed68e7c802",
"weighted_score": 64.52
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 114,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-26T12:30:52Z"
},
{
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"total_execution_ms": 1103
} | {
"fitness_score_update": 0.31,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0253337",
"timestamp": "2026-04-04T08:22:17Z",
"trace_id": "81052497-a3c8-4ff4-9c65-460ac9690206",
"weighted_score": 90.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.746,
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"mcts_branches": 204,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T08:22:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4331
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1022076",
"timestamp": "2026-04-13T05:54:36Z",
"trace_id": "16b98d69-2acc-41ba-b4d9-b7728786866d",
"weighted_score": 82.8
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 612,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T05:54:36Z"
},
{
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"component"... | {
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"total_execution_ms": 1306
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0642704",
"timestamp": "2026-04-08T20:31:44Z",
"trace_id": "217a8420-7d9b-4a93-843d-2b0c6a436b85",
"weighted_score": 78.41
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T20:31:44Z"
},
{
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"total_execution_ms": 9825
} | {
"fitness_score_update": 0.24,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2375832",
"timestamp": "2026-04-28T21:57:12Z",
"trace_id": "6199057d-ad51-4ca5-87d4-aa1b2370ae45",
"weighted_score": 94.27
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T21:57:12Z"
},
{
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"total_execution_ms": 6678
} | {
"fitness_score_update": 0.12,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1000937",
"timestamp": "2026-04-13T00:02:17Z",
"trace_id": "96f49188-e4a6-4ed6-89e1-3fa276702ab2",
"weighted_score": 26.47
} | {
"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": "2026-04-13T00:02:17Z"
},
{
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"total_execution_ms": 4260
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2404972",
"timestamp": "2026-04-29T06:02:52Z",
"trace_id": "9b7a35bb-79a4-4376-aaab-e6a2747b5a18",
"weighted_score": 87.66
} | {
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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": "2026-04-29T06:02:52Z"
},
{
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"total_execution_ms": 3898
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0793687",
"timestamp": "2026-04-10T14:28:07Z",
"trace_id": "fa0e6f68-9f13-432f-82f8-122d385fe52d",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-10T14:28:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.99,
"total_execution_ms": 3103
} | {
"fitness_score_update": 0.25,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1878291",
"timestamp": "2026-04-23T03:44:51Z",
"trace_id": "0c108e20-dd0c-42e9-8bb6-c94feb243c3f",
"weighted_score": 52.05
} | {
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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": "2026-04-23T03:44:51Z"
},
{
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"total_execution_ms": 7881
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0500835",
"timestamp": "2026-04-07T05:07:15Z",
"trace_id": "e43c757a-eee0-47c0-8ddb-8700dc3f76e1",
"weighted_score": 62.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T05:07:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.75,
"total_execution_ms": 3651
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0504242",
"timestamp": "2026-04-07T06:04:02Z",
"trace_id": "60552994-f3ce-4da9-8d10-a8cd05ccaabc",
"weighted_score": 63.2
} | {
"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": "2026-04-07T06:04:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.9,
"total_execution_ms": 2218
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1707081",
"timestamp": "2026-04-21T04:11:21Z",
"trace_id": "baae73cf-7a21-4cad-905a-a9ce0965e748",
"weighted_score": 84.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.708,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T04:11:21Z"
},
{
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"total_execution_ms": 9457
} | {
"fitness_score_update": 0.36,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0162504",
"timestamp": "2026-04-03T07:08:24Z",
"trace_id": "02960dc7-a750-40de-b788-5aa52176534b",
"weighted_score": 70.53
} | {
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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": "2026-04-03T07:08:24Z"
},
{
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"total_execution_ms": 9137
} | {
"fitness_score_update": 0.2,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1787304",
"timestamp": "2026-04-22T02:28:24Z",
"trace_id": "8c91f311-82d0-49d4-82d0-64b55b6edb1f",
"weighted_score": 77.2
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-22T02:28:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.93,
"total_execution_ms": 4571
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1600770",
"timestamp": "2026-04-19T22:39:30Z",
"trace_id": "ade0ab7e-b34b-4e6e-8017-4d5cddc3c5f5",
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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": "2026-04-19T22:39:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2599
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0270570",
"timestamp": "2026-04-04T13:09:30Z",
"trace_id": "003257c8-d8b9-41ca-98a2-a37ac42533c2",
"weighted_score": 44.65
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-04T13:09:30Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"total_execution_ms": 2086
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0859176",
"timestamp": "2026-04-11T08:39:36Z",
"trace_id": "a1b2588a-56d2-4606-9b9d-b147b858a2f9",
"weighted_score": 81.95
} | {
"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": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 171,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 17,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-11T08:39:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 9148
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0515333",
"timestamp": "2026-04-07T09:08:53Z",
"trace_id": "59b683b3-ad7d-4e70-b518-aa76ba6d4604",
"weighted_score": 38.01
} | {
"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": 0.767,
"engine": "nemesis_planner",
"mcts_branches": 254,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 413,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-07T09:08:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 3241
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0005905",
"timestamp": "2026-04-01T11:38:25Z",
"trace_id": "381d49d9-390f-4258-9e5f-500b9eb895cb",
"weighted_score": 98.81
} | {
"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": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 855,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-01T11:38:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 7818
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0657262",
"timestamp": "2026-04-09T00:34:22Z",
"trace_id": "899b4086-2f41-47be-a6ef-d25f7cc6e339",
"weighted_score": 20.48
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 314,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
"noise_level_db": 70
},
"timestamp": "2026-04-09T00:34:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 2491
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0554281",
"timestamp": "2026-04-07T19:58:01Z",
"trace_id": "bf953525-b524-4abd-a13f-6a64c9e9f275",
"weighted_score": 74.85
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-07T19:58:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9628
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0850859",
"timestamp": "2026-04-11T06:20:59Z",
"trace_id": "1c6513b8-f374-4601-9cf6-b1358cfaf037",
"weighted_score": 29.39
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 917,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-11T06:20:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"success_rate": 0.86,
"total_execution_ms": 9935
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1537385",
"timestamp": "2026-04-19T05:03:05Z",
"trace_id": "a9eacfb8-7f84-4805-ad42-5c98d3df3c33",
"weighted_score": 71.4
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 754,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-19T05:03:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 6461
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0978413",
"timestamp": "2026-04-12T17:46:53Z",
"trace_id": "151881bb-c289-4584-8a29-39a76e9db69c",
"weighted_score": 29.72
} | {
"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": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 724,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-12T17:46:53Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.52,
"total_execution_ms": 6666
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0976172",
"timestamp": "2026-04-12T17:09:32Z",
"trace_id": "11582784-e3dc-4a5d-bd29-b7d017109341",
"weighted_score": 49.33
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.909,
"engine": "nemesis_planner",
"mcts_branches": 267,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-12T17:09:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 8127
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1134552",
"timestamp": "2026-04-14T13:09:12Z",
"trace_id": "e1e0fb2f-3f5c-4804-b5d8-a2ff3c49a46e",
"weighted_score": 31.58
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.721,
"engine": "nemesis_planner",
"mcts_branches": 202,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-14T13:09:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 5940
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1401186",
"timestamp": "2026-04-17T15:13:06Z",
"trace_id": "18a36e19-b934-4c5f-b93a-b9ff893201b1",
"weighted_score": 50.47
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T15:13:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.78,
"total_execution_ms": 6932
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1020658",
"timestamp": "2026-04-13T05:30:58Z",
"trace_id": "20fd494e-a130-4d88-abb2-a46b768f935d",
"weighted_score": 89.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 676,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 67
},
"timestamp": "2026-04-13T05:30:58Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 3617
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1048094",
"timestamp": "2026-04-13T13:08:14Z",
"trace_id": "642837de-463c-4ff2-83a6-29037232ae74",
"weighted_score": 77.79
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 901,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-13T13:08:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"success_rate": 0.97,
"total_execution_ms": 1285
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1669773",
"timestamp": "2026-04-20T17:49:33Z",
"trace_id": "6d8f0e1b-7d77-49fb-9528-bf889d09a6e1",
"weighted_score": 45.3
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 951,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-20T17:49:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 3966
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2009408",
"timestamp": "2026-04-24T16:10:08Z",
"trace_id": "9bcdce5e-242c-426e-9b09-cc95f2aff9df",
"weighted_score": 38.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.761,
"engine": "nemesis_planner",
"mcts_branches": 857,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-24T16:10:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 4899
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1864956",
"timestamp": "2026-04-23T00:02:36Z",
"trace_id": "180a6344-f674-4964-ab5d-f3f43fbca13f",
"weighted_score": 36.4
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 819,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T00:02:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 9163
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2325824",
"timestamp": "2026-04-28T08:03:44Z",
"trace_id": "385a5bc3-3af9-49db-ad95-0bf97092ea0f",
"weighted_score": 15.46
} | {
"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": 308,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 16
},
"timestamp": "2026-04-28T08:03:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
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} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1119511",
"timestamp": "2026-04-14T08:58:31Z",
"trace_id": "6594457f-a56c-43a2-a50d-8dc21e5332ac",
"weighted_score": 95.58
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 637,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-14T08:58:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 7825
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2023661",
"timestamp": "2026-04-24T20:07:41Z",
"trace_id": "65f1534a-2c28-4584-8121-9797686410f3",
"weighted_score": 68.53
} | {
"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": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 320,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-24T20:07:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 9150
} | {
"fitness_score_update": 0.27,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1627638",
"timestamp": "2026-04-20T06:07:18Z",
"trace_id": "7205019c-42dd-4693-835a-f680807d86c0",
"weighted_score": 33.33
} | {
"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": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 792,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-20T06:07:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 1031
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0711476",
"timestamp": "2026-04-09T15:37:56Z",
"trace_id": "ce429039-dbff-4454-a659-aa9185330b9a",
"weighted_score": 91.39
} | {
"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"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 952,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-09T15:37:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7872
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2173487",
"timestamp": "2026-04-26T13:44:47Z",
"trace_id": "a116b00f-7e24-4405-996a-4563cace306a",
"weighted_score": 17.64
} | {
"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": 0.831,
"engine": "nemesis_planner",
"mcts_branches": 448,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-26T13:44:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"total_execution_ms": 8451
} | {
"fitness_score_update": 0.06,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1389179",
"timestamp": "2026-04-17T11:52:59Z",
"trace_id": "21e63716-517c-496e-80dc-b012ac52a04e",
"weighted_score": 26.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 709,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-17T11:52:59Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8944
} | {
"fitness_score_update": 0.4,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2032704",
"timestamp": "2026-04-24T22:38:24Z",
"trace_id": "2fc3187d-f88e-4930-90bf-cd9678a69eaf",
"weighted_score": 12.48
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 284,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T22:38:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.81,
"total_execution_ms": 8477
} | {
"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-1928034",
"timestamp": "2026-04-23T17:33:54Z",
"trace_id": "40d001c1-a3b5-4385-b3bb-9043ff54cf9a",
"weighted_score": 57.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T17:33:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 7240
} | {
"fitness_score_update": 0.05,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0837836",
"timestamp": "2026-04-11T02:43:56Z",
"trace_id": "eb4866a9-3b55-425c-95fa-8b6cb16dd05e",
"weighted_score": 32.45
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T02:43:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"success_rate": 0.83,
"total_execution_ms": 8978
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1464180",
"timestamp": "2026-04-18T08:43:00Z",
"trace_id": "3124ab16-595e-46d5-89eb-e359f013be86",
"weighted_score": 14.07
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.792,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T08:43:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.68,
"total_execution_ms": 7619
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2268570",
"timestamp": "2026-04-27T16:09:30Z",
"trace_id": "7b9d8d07-3d28-4494-ac2d-d176876c7b96",
"weighted_score": 30.57
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T16:09:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.71,
"total_execution_ms": 6883
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2268076",
"timestamp": "2026-04-27T16:01:16Z",
"trace_id": "cb00ac9e-e8e6-4c77-a631-9aaf3e0ec17b",
"weighted_score": 71.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 858,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-27T16:01:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.79,
"total_execution_ms": 7119
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0937843",
"timestamp": "2026-04-12T06:30:43Z",
"trace_id": "4e57fbb5-6bb1-4f5b-9be4-44e4301b5159",
"weighted_score": 40.36
} | {
"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": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 258,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-12T06:30:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.75,
"total_execution_ms": 4705
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1900493",
"timestamp": "2026-04-23T09:54:53Z",
"trace_id": "a9fd33bb-8195-49a9-a752-f31211dfa564",
"weighted_score": 59.81
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.855,
"engine": "nemesis_planner",
"mcts_branches": 245,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T09:54:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"success_rate": 0.76,
"total_execution_ms": 8098
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1068068",
"timestamp": "2026-04-13T18:41:08Z",
"trace_id": "96f5417d-3c5e-4977-8ca8-abca4159cf78",
"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"
} | {
"confidence_score": 0.941,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T18:41:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.7,
"total_execution_ms": 2814
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0095232",
"timestamp": "2026-04-02T12:27:12Z",
"trace_id": "e67fde74-a649-41a6-93cb-d31d3021a548",
"weighted_score": 43.73
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.84,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Local_Syslog",
"noise_level_db": 66
},
"timestamp": "2026-04-02T12:27:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 5730
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1364966",
"timestamp": "2026-04-17T05:09:26Z",
"trace_id": "3bae3e4e-19cf-4ed1-ba74-80f6d89dc4e7",
"weighted_score": 92.37
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.768,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-17T05:09:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
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"success_rate": 0.9,
"total_execution_ms": 5126
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1546176",
"timestamp": "2026-04-19T07:29:36Z",
"trace_id": "b2e10f9a-e64b-4b2e-8d4d-eb296fd41c93",
"weighted_score": 96.57
} | {
"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": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 676,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.406,
"latency_ms": 392,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-19T07:29:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 7448
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2246246",
"timestamp": "2026-04-27T09:57:26Z",
"trace_id": "065082a8-70fd-468f-9def-8a1d21b2f830",
"weighted_score": 96.02
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 665,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.204,
"latency_ms": 63,
"node_provider": "Local_Syslog",
"noise_level_db": 23
},
"timestamp": "2026-04-27T09:57:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2955
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0150037",
"timestamp": "2026-04-03T03:40:37Z",
"trace_id": "e706ed1d-3305-45b5-9e90-0a401416789e",
"weighted_score": 90.39
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 849,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.198,
"latency_ms": 377,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-03T03:40:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 5767
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0227472",
"timestamp": "2026-04-04T01:11:12Z",
"trace_id": "eb65d785-90a6-436d-b347-64f21dc29432",
"weighted_score": 49.47
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 265,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.904,
"latency_ms": 49,
"node_provider": "CloudTrail",
"noise_level_db": 26
},
"timestamp": "2026-04-04T01:11:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 2670
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2010806",
"timestamp": "2026-04-24T16:33:26Z",
"trace_id": "529236cc-67cb-40a0-88a5-b5620f9940bd",
"weighted_score": 14.99
} | {
"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": 0.832,
"engine": "nemesis_planner",
"mcts_branches": 855,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.548,
"latency_ms": 194,
"node_provider": "CrowdStrike",
"noise_level_db": 50
},
"timestamp": "2026-04-24T16:33:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 6212
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0562295",
"timestamp": "2026-04-07T22:11:35Z",
"trace_id": "e5da0981-4733-46c3-8cff-8d042fe492c2",
"weighted_score": 76.43
} | {
"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": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 973,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.782,
"latency_ms": 338,
"node_provider": "CloudTrail",
"noise_level_db": 76
},
"timestamp": "2026-04-07T22:11:35Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 3769
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1770432",
"timestamp": "2026-04-21T21:47:12Z",
"trace_id": "3d144993-6683-464b-9501-7610fc191346",
"weighted_score": 33.73
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 986,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.892,
"latency_ms": 113,
"node_provider": "CrowdStrike",
"noise_level_db": 15
},
"timestamp": "2026-04-21T21:47:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9078
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1308597",
"timestamp": "2026-04-16T13:29:57Z",
"trace_id": "69071c11-fbe2-4afe-89b2-6aacb766f00b",
"weighted_score": 67.24
} | {
"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": 0.975,
"engine": "nemesis_planner",
"mcts_branches": 567,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.912,
"latency_ms": 334,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-16T13:29:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8979
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1706254",
"timestamp": "2026-04-21T03:57:34Z",
"trace_id": "4d39252e-7a73-4c27-b4da-17ffe994dd73",
"weighted_score": 30.35
} | {
"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": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 773,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.588,
"latency_ms": 359,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-21T03:57:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 7783
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1279187",
"timestamp": "2026-04-16T05:19:47Z",
"trace_id": "deb57bbd-c065-436b-9ef4-bf2139d8eb00",
"weighted_score": 16.92
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 828,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.301,
"latency_ms": 83,
"node_provider": "Azure_Sentinel",
"noise_level_db": 52
},
"timestamp": "2026-04-16T05:19:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 1749
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1561001",
"timestamp": "2026-04-19T11:36:41Z",
"trace_id": "2f2176c2-acc6-4c83-b94b-7d2852ac8535",
"weighted_score": 16.36
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 569,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.193,
"latency_ms": 171,
"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-19T11:36:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 2653
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1401068",
"timestamp": "2026-04-17T15:11:08Z",
"trace_id": "d69b2717-6de6-480d-b299-5695a974c6d1",
"weighted_score": 64.46
} | {
"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": 654,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.197,
"latency_ms": 390,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-17T15:11:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 7696
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0709832",
"timestamp": "2026-04-09T15:10:32Z",
"trace_id": "d2551027-af23-458c-91e6-06919c191346",
"weighted_score": 41.74
} | {
"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": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 341,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.781,
"latency_ms": 132,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-09T15:10:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 7179
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0769985",
"timestamp": "2026-04-10T07:53:05Z",
"trace_id": "0dcaa40e-442c-4594-8da0-c369998ed553",
"weighted_score": 34.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.793,
"engine": "nemesis_planner",
"mcts_branches": 223,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.439,
"latency_ms": 291,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-10T07:53:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 9752
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1993845",
"timestamp": "2026-04-24T11:50:45Z",
"trace_id": "3defb5d0-a400-41ea-832b-9ff15f4b9a8b",
"weighted_score": 38.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 601,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.826,
"latency_ms": 68,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-24T11:50:45Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 8513
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
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