schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0431804",
"timestamp": "2026-04-06T09:56:44Z",
"trace_id": "931ef843-85af-4af7-a920-bb6cf21e7efe",
"weighted_score": 86.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.937,
"engine": "nemesis_planner",
"mcts_branches": 746,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.842,
"latency_ms": 65,
"node_provider": "CloudTrail",
"noise_level_db": 66
},
"timestamp": "2026-04-06T09:56:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 9691
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1140932",
"timestamp": "2026-04-14T14:55:32Z",
"trace_id": "4f2c88e4-a033-4908-bc85-0ad983f8796d",
"weighted_score": 54.11
} | {
"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": 0.787,
"engine": "nemesis_planner",
"mcts_branches": 579,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.459,
"latency_ms": 240,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-14T14:55:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 4497
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0729499",
"timestamp": "2026-04-09T20:38:19Z",
"trace_id": "54b72304-6f1c-4b69-afb9-6db5ceb90612",
"weighted_score": 47.54
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.786,
"latency_ms": 172,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-09T20:38:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 6472
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0255760",
"timestamp": "2026-04-04T09:02:40Z",
"trace_id": "8467af3b-d1d7-4af5-a048-361de7ceb9f2",
"weighted_score": 31.96
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.974,
"engine": "nemesis_planner",
"mcts_branches": 570,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.378,
"latency_ms": 73,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-04T09:02:40Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 5185
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0055071",
"timestamp": "2026-04-02T01:17:51Z",
"trace_id": "8f64437e-9064-41e0-bf18-4fb701f68ad7",
"weighted_score": 22.52
} | {
"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": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 639,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.809,
"latency_ms": 175,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-02T01:17:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 9571
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2182483",
"timestamp": "2026-04-26T16:14:43Z",
"trace_id": "e7fbeb92-84e5-4fc5-8af2-724690b3c893",
"weighted_score": 93.69
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 965,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.226,
"latency_ms": 333,
"node_provider": "Azure_Sentinel",
"noise_level_db": 61
},
"timestamp": "2026-04-26T16:14:43Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 1596
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1065597",
"timestamp": "2026-04-13T17:59:57Z",
"trace_id": "a01c9f73-3189-48a2-93f3-5be3ce89f2ad",
"weighted_score": 53.94
} | {
"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": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 347,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.721,
"latency_ms": 361,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-13T17:59:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 8666
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2452191",
"timestamp": "2026-04-29T19:09:51Z",
"trace_id": "8feaf061-5337-4e27-9a97-8fcc82c72ebd",
"weighted_score": 68.94
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 741,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.66,
"latency_ms": 478,
"node_provider": "Local_Syslog",
"noise_level_db": 48
},
"timestamp": "2026-04-29T19:09:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 7320
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1016612",
"timestamp": "2026-04-13T04:23:32Z",
"trace_id": "883f8dd2-a4bb-4bf8-bc9d-36f440474179",
"weighted_score": 17.05
} | {
"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"
} | {
"confidence_score": 0.714,
"engine": "nemesis_planner",
"mcts_branches": 501,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.837,
"latency_ms": 89,
"node_provider": "Azure_Sentinel",
"noise_level_db": 38
},
"timestamp": "2026-04-13T04:23:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 2838
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2364797",
"timestamp": "2026-04-28T18:53:17Z",
"trace_id": "193f97bd-2bba-4dd4-a1ef-c8bac3d59225",
"weighted_score": 72.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.818,
"engine": "nemesis_planner",
"mcts_branches": 925,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.639,
"latency_ms": 262,
"node_provider": "CloudTrail",
"noise_level_db": 66
},
"timestamp": "2026-04-28T18:53:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 9517
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1091668",
"timestamp": "2026-04-14T01:14:28Z",
"trace_id": "8c42c5d3-03bc-4038-aac0-e2576c3f7f8d",
"weighted_score": 43.15
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.478,
"latency_ms": 365,
"node_provider": "CloudTrail",
"noise_level_db": 23
},
"timestamp": "2026-04-14T01:14:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 2383
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1199116",
"timestamp": "2026-04-15T07:05:16Z",
"trace_id": "09fc8ad9-de7c-45cc-93e5-4b4860d8c804",
"weighted_score": 43.25
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.872,
"engine": "nemesis_planner",
"mcts_branches": 145,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.674,
"latency_ms": 314,
"node_provider": "CloudTrail",
"noise_level_db": 10
},
"timestamp": "2026-04-15T07:05:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 3776
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0227370",
"timestamp": "2026-04-04T01:09:30Z",
"trace_id": "14e7acbc-09c1-42a4-a290-97f60da38fc0",
"weighted_score": 93.93
} | {
"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": 0.868,
"engine": "nemesis_planner",
"mcts_branches": 706,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.906,
"latency_ms": 315,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-04T01:09:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 9866
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0372587",
"timestamp": "2026-04-05T17:29:47Z",
"trace_id": "629f6c5c-54a6-4e94-a4b5-e6c050800f24",
"weighted_score": 19.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 963,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.333,
"latency_ms": 211,
"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-05T17:29:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 7324
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0030626",
"timestamp": "2026-04-01T18:30:26Z",
"trace_id": "cfb8c44e-e592-4f73-86f6-681ab67fc306",
"weighted_score": 24.62
} | {
"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": 0.938,
"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.641,
"latency_ms": 162,
"node_provider": "CloudTrail",
"noise_level_db": 66
},
"timestamp": "2026-04-01T18:30:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 4232
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0545166",
"timestamp": "2026-04-07T17:26:06Z",
"trace_id": "ac82aeb6-0de9-4b62-95d5-06c681a859f9",
"weighted_score": 41.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 491,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.697,
"latency_ms": 341,
"node_provider": "Local_Syslog",
"noise_level_db": 25
},
"timestamp": "2026-04-07T17:26:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 4917
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0576168",
"timestamp": "2026-04-08T02:02:48Z",
"trace_id": "f147e25c-c01b-4825-b68f-2c86e9709d8e",
"weighted_score": 91.08
} | {
"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": 389,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.435,
"latency_ms": 423,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-08T02:02:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7482
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2217540",
"timestamp": "2026-04-27T01:59:00Z",
"trace_id": "62c1d085-7ff9-4d80-bec6-b18e999bf6df",
"weighted_score": 65.65
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 614,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
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"latency_ms": 258,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-27T01:59:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 1039
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1250252",
"timestamp": "2026-04-15T21:17:32Z",
"trace_id": "31c68f39-112f-490c-96b0-2434951d6e00",
"weighted_score": 63.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.845,
"engine": "nemesis_planner",
"mcts_branches": 676,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-15T21:17:32Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 6658
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1861582",
"timestamp": "2026-04-22T23:06:22Z",
"trace_id": "b0ab583b-0388-4cbf-8d9c-09d3ae8c2856",
"weighted_score": 85.63
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 355,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-22T23:06:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 6172
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0090168",
"timestamp": "2026-04-02T11:02:48Z",
"trace_id": "02873f83-8c7f-4616-ae7a-d9332694e20e",
"weighted_score": 43.97
} | {
"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": 0.898,
"engine": "nemesis_planner",
"mcts_branches": 845,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-02T11:02:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"success_rate": 0.98,
"total_execution_ms": 1300
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1575247",
"timestamp": "2026-04-19T15:34:07Z",
"trace_id": "f827a536-aafe-49a0-a1d3-567a67675799",
"weighted_score": 26.81
} | {
"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",
"mcts_branches": 565,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-19T15:34:07Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 6780
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0498497",
"timestamp": "2026-04-07T04:28:17Z",
"trace_id": "a4fdfbb0-9c60-4e43-a60d-9a4660ad7fe2",
"weighted_score": 42.99
} | {
"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": 0.841,
"engine": "nemesis_planner",
"mcts_branches": 444,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-07T04:28:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 5984
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1383717",
"timestamp": "2026-04-17T10:21:57Z",
"trace_id": "7c9a91da-b58a-41ae-80ab-0927852f97b3",
"weighted_score": 21.68
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 955,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-17T10:21:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 2286
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2208992",
"timestamp": "2026-04-26T23:36:32Z",
"trace_id": "6886e94a-bcd3-4ede-804e-ddfcde8d5fa7",
"weighted_score": 29.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 177,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-26T23:36:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 6938
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0920994",
"timestamp": "2026-04-12T01:49:54Z",
"trace_id": "d82b09a8-90da-4621-ba29-5e55e346b880",
"weighted_score": 64.66
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 54
},
"timestamp": "2026-04-12T01:49:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 8992
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0506660",
"timestamp": "2026-04-07T06:44:20Z",
"trace_id": "d07f88f4-b449-4293-a26b-818e683e6930",
"weighted_score": 63.19
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 634,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-07T06:44:20Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5250
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2294290",
"timestamp": "2026-04-27T23:18:10Z",
"trace_id": "be117244-92c4-46a7-a4ac-ebc71d9d535d",
"weighted_score": 67.62
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 380,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-27T23:18:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6242
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0811791",
"timestamp": "2026-04-10T19:29:51Z",
"trace_id": "0202f48c-ee09-4ee4-ad29-6150ac1ef1c8",
"weighted_score": 57.41
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.733,
"engine": "nemesis_planner",
"mcts_branches": 429,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
"noise_level_db": 79
},
"timestamp": "2026-04-10T19:29:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7075
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1656174",
"timestamp": "2026-04-20T14:02:54Z",
"trace_id": "9e386fd5-2bf0-4de8-80fd-6fc99bb5eb7d",
"weighted_score": 23.36
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 103,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-20T14:02:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 1057
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1384303",
"timestamp": "2026-04-17T10:31:43Z",
"trace_id": "990b5acb-7aca-487d-ad7c-40bcdd208b0a",
"weighted_score": 33.47
} | {
"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": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 107,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-17T10:31:43Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2748
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1363201",
"timestamp": "2026-04-17T04:40:01Z",
"trace_id": "55dca901-6d77-4ec4-8f86-ba699622c408",
"weighted_score": 20.87
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 642,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-17T04:40:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 3609
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2212682",
"timestamp": "2026-04-27T00:38:02Z",
"trace_id": "a84b1f6c-d174-4c99-a192-00062c4bb2be",
"weighted_score": 25.7
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.942,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
"noise_level_db": 58
},
"timestamp": "2026-04-27T00:38:02Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 8373
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2436886",
"timestamp": "2026-04-29T14:54:46Z",
"trace_id": "a6a50feb-10f5-4454-96ee-300c654ca9b5",
"weighted_score": 75.41
} | {
"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": 0.874,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
"noise_level_db": 17
},
"timestamp": "2026-04-29T14:54:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 1288
} | {
"fitness_score_update": -0.04,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1208708",
"timestamp": "2026-04-15T09:45:08Z",
"trace_id": "44689a34-1ad8-4007-b9da-4480b3c1ff97",
"weighted_score": 58.62
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.774,
"engine": "nemesis_planner",
"mcts_branches": 265,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T09:45:08Z"
},
{
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"total_execution_ms": 1010
} | {
"fitness_score_update": 0.39,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2155813",
"timestamp": "2026-04-26T08:50:13Z",
"trace_id": "977ab3a4-4c3d-46b0-a60a-2da094c1e4aa",
"weighted_score": 76.42
} | {
"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"
} | {
"confidence_score": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 865,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-26T08:50:13Z"
},
{
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"component"... | {
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"total_execution_ms": 4823
} | {
"fitness_score_update": 0.27,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2197141",
"timestamp": "2026-04-26T20:19:01Z",
"trace_id": "f1161817-04a4-4700-b912-0cbdf192b7d7",
"weighted_score": 66.64
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.885,
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"mcts_branches": 723,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T20:19:01Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 1755
} | {
"fitness_score_update": 0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1581972",
"timestamp": "2026-04-19T17:26:12Z",
"trace_id": "c3b4e886-3684-4435-a177-e7dca649ec86",
"weighted_score": 41.12
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.801,
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"mcts_branches": 907,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-19T17:26:12Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5238
} | {
"fitness_score_update": -0.03,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0509206",
"timestamp": "2026-04-07T07:26:46Z",
"trace_id": "b9cdb958-340d-4f52-ae71-3e762ca674e2",
"weighted_score": 17.71
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 977,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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} | {
"fitness_score_update": 0,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2488686",
"timestamp": "2026-04-30T05:18:06Z",
"trace_id": "fd20586c-1814-499c-a91c-9402a5133daf",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 387,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T05:18:06Z"
},
{
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"total_execution_ms": 9368
} | {
"fitness_score_update": 0.49,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1367602",
"timestamp": "2026-04-17T05:53:22Z",
"trace_id": "5a39a181-1d3a-4182-96d8-b10f7827528d",
"weighted_score": 92.92
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 149,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-17T05:53:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5538
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1232612",
"timestamp": "2026-04-15T16:23:32Z",
"trace_id": "54940035-dce9-43fc-94fa-42bb2204b915",
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} | {
"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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"mcts_branches": 257,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T16:23:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 2635
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0108651",
"timestamp": "2026-04-02T16:10:51Z",
"trace_id": "57913d03-db9a-4059-b742-0923f080f699",
"weighted_score": 87.67
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T16:10:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7718
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0350041",
"timestamp": "2026-04-05T11:14:01Z",
"trace_id": "65eee606-cffd-43db-a5fe-9a62833ffe20",
"weighted_score": 38.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T11:14:01Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"total_execution_ms": 5705
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0438800",
"timestamp": "2026-04-06T11:53:20Z",
"trace_id": "5d6918b4-8d7a-4ac8-a5c6-f82c2ed9945c",
"weighted_score": 35.14
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 826,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T11:53:20Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"total_execution_ms": 9158
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1303656",
"timestamp": "2026-04-16T12:07:36Z",
"trace_id": "aad52031-4dda-43a1-8e18-f2124516203d",
"weighted_score": 25.11
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 727,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-16T12:07:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"total_execution_ms": 3231
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0320733",
"timestamp": "2026-04-05T03:05:33Z",
"trace_id": "294cc039-0229-417d-934e-e44acbbef9ae",
"weighted_score": 30.99
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 687,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-05T03:05:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 4384
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0448189",
"timestamp": "2026-04-06T14:29:49Z",
"trace_id": "50ee6ed5-927b-4136-8e69-97377be3d61d",
"weighted_score": 82.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T14:29:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 7840
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2014708",
"timestamp": "2026-04-24T17:38:28Z",
"trace_id": "15f396bb-9868-4520-bde5-23bf9df2f9eb",
"weighted_score": 66.69
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 639,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T17:38:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"total_execution_ms": 6567
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1905096",
"timestamp": "2026-04-23T11:11:36Z",
"trace_id": "a7f5ef89-5bf4-491d-9a9e-28bc1708dfa9",
"weighted_score": 91.83
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-23T11:11:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.9,
"total_execution_ms": 9710
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2482664",
"timestamp": "2026-04-30T03:37:44Z",
"trace_id": "129f1f55-e8d4-4083-983f-10fea0ff2fa5",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
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"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-30T03:37:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 7610
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1458087",
"timestamp": "2026-04-18T07:01:27Z",
"trace_id": "95a3f7c2-7d52-491c-8294-8b580db672fa",
"weighted_score": 32
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 724,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 425,
"node_provider": "Local_Syslog",
"noise_level_db": 59
},
"timestamp": "2026-04-18T07:01:27Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 6484
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1725200",
"timestamp": "2026-04-21T09:13:20Z",
"trace_id": "6af973ec-ebc0-4fd8-b730-c6df91133499",
"weighted_score": 94.83
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 950,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
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"latency_ms": 7,
"node_provider": "Local_Syslog",
"noise_level_db": 57
},
"timestamp": "2026-04-21T09:13:20Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 9585
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2481442",
"timestamp": "2026-04-30T03:17:22Z",
"trace_id": "3aa9bcec-ebb4-4e60-8b97-db3b9a88fd69",
"weighted_score": 97.86
} | {
"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": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 979,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 302,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-30T03:17:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 9407
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0246992",
"timestamp": "2026-04-04T06:36:32Z",
"trace_id": "9ac58bf1-2e19-4929-88e6-ade93f58a907",
"weighted_score": 63.03
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 566,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-04T06:36:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
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"success_rate": 0.82,
"total_execution_ms": 3542
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2308658",
"timestamp": "2026-04-28T03:17:38Z",
"trace_id": "131a4fb9-69d2-4bb5-a606-5b1c0f1c7061",
"weighted_score": 21.49
} | {
"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": 0.734,
"engine": "nemesis_planner",
"mcts_branches": 771,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T03:17:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"success_rate": 0.72,
"total_execution_ms": 4705
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1209738",
"timestamp": "2026-04-15T10:02:18Z",
"trace_id": "a997d206-53d2-4c75-ab02-e639fa1bb773",
"weighted_score": 33.99
} | {
"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": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 836,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T10:02:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"total_execution_ms": 5920
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2162063",
"timestamp": "2026-04-26T10:34:23Z",
"trace_id": "0b42f0e1-9f3b-47b1-90ea-83dcaa3ea1f6",
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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"
} | {
"confidence_score": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 200,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T10:34:23Z"
},
{
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"total_execution_ms": 5914
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2182527",
"timestamp": "2026-04-26T16:15:27Z",
"trace_id": "f3102c8f-9aad-45ce-b162-accc40edbbee",
"weighted_score": 32.11
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 474,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-26T16:15:27Z"
},
{
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"total_execution_ms": 9639
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2029687",
"timestamp": "2026-04-24T21:48:07Z",
"trace_id": "6ba44424-3fb6-4617-88e2-d705dbe5ac6b",
"weighted_score": 63.41
} | {
"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": 0.794,
"engine": "nemesis_planner",
"mcts_branches": 658,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-24T21:48:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 7697
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2353562",
"timestamp": "2026-04-28T15:46:02Z",
"trace_id": "0cd1d571-e276-4340-bcb8-d866285a5647",
"weighted_score": 48.44
} | {
"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": 0.727,
"engine": "nemesis_planner",
"mcts_branches": 675,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T15:46:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2898
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0283087",
"timestamp": "2026-04-04T16:38:07Z",
"trace_id": "6c69c317-43dd-4997-b107-d1a84ce93a6d",
"weighted_score": 46.39
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T16:38:07Z"
},
{
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"total_execution_ms": 9313
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2440765",
"timestamp": "2026-04-29T15:59:25Z",
"trace_id": "1af22f45-e87d-4aca-995b-ad27cf413bf8",
"weighted_score": 50.02
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 272,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T15:59:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"total_execution_ms": 4293
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1020896",
"timestamp": "2026-04-13T05:34:56Z",
"trace_id": "e4436c3b-43f2-402e-9d73-8555a51581e7",
"weighted_score": 88.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 506,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T05:34:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 3903
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1068683",
"timestamp": "2026-04-13T18:51:23Z",
"trace_id": "184e3785-eb08-47fd-bdba-7d0d9df32806",
"weighted_score": 31.59
} | {
"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": "2026-04-13T18:51:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 8609
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0553225",
"timestamp": "2026-04-07T19:40:25Z",
"trace_id": "eab58607-817f-40c4-9652-93ad34213a6c",
"weighted_score": 36.57
} | {
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 314,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-07T19:40:25Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 1401
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0193438",
"timestamp": "2026-04-03T15:43:58Z",
"trace_id": "d9c385be-facd-4d3c-91ed-7c07be197913",
"weighted_score": 19
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 868,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-03T15:43:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 4149
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1657302",
"timestamp": "2026-04-20T14:21:42Z",
"trace_id": "f211b7cf-b6ca-42be-93f4-90995a7271e4",
"weighted_score": 25.67
} | {
"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": 0.896,
"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-20T14:21:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 2913
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1107995",
"timestamp": "2026-04-14T05:46:35Z",
"trace_id": "44e4a43e-3e8f-412c-8311-0a59184ac963",
"weighted_score": 75.92
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 838,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.703,
"latency_ms": 184,
"node_provider": "Azure_Sentinel",
"noise_level_db": 77
},
"timestamp": "2026-04-14T05:46:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 7012
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1518044",
"timestamp": "2026-04-18T23:40:44Z",
"trace_id": "8b19347b-0253-4a82-93e0-0239552ee11a",
"weighted_score": 90.29
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 111,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.62,
"latency_ms": 204,
"node_provider": "Azure_Sentinel",
"noise_level_db": 34
},
"timestamp": "2026-04-18T23:40:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 2994
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1871971",
"timestamp": "2026-04-23T01:59:31Z",
"trace_id": "7b160f54-91d0-438c-8a62-1738c0c95f08",
"weighted_score": 29.11
} | {
"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": 505,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.824,
"latency_ms": 432,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-23T01:59:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 6362
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2373349",
"timestamp": "2026-04-28T21:15:49Z",
"trace_id": "ce798c2f-339c-4583-a57d-f99949e49a12",
"weighted_score": 84.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 554,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 431,
"node_provider": "Azure_Sentinel",
"noise_level_db": 42
},
"timestamp": "2026-04-28T21:15:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 8321
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1505581",
"timestamp": "2026-04-18T20:13:01Z",
"trace_id": "c5b55e67-3436-4b2f-a592-a6b00bc45483",
"weighted_score": 74.02
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.736,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.293,
"latency_ms": 122,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-18T20:13:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 5097
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2161813",
"timestamp": "2026-04-26T10:30:13Z",
"trace_id": "50039d0e-98f4-411b-8b07-11afe8d0dc5d",
"weighted_score": 30.34
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.32,
"latency_ms": 194,
"node_provider": "CrowdStrike",
"noise_level_db": 25
},
"timestamp": "2026-04-26T10:30:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 9798
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0462339",
"timestamp": "2026-04-06T18:25:39Z",
"trace_id": "d0283b02-c13c-488f-9542-99ffd140abc8",
"weighted_score": 88.75
} | {
"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": 0.783,
"engine": "nemesis_planner",
"mcts_branches": 529,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.818,
"latency_ms": 287,
"node_provider": "CloudTrail",
"noise_level_db": 69
},
"timestamp": "2026-04-06T18:25:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 5816
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0472831",
"timestamp": "2026-04-06T21:20:31Z",
"trace_id": "023768f1-997b-444b-9216-0a91cdc84307",
"weighted_score": 28.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.763,
"engine": "nemesis_planner",
"mcts_branches": 608,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 264,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-06T21:20:31Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 6848
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0927451",
"timestamp": "2026-04-12T03:37:31Z",
"trace_id": "12d52d8e-848f-4c40-8dd9-9bba504a8f88",
"weighted_score": 28.86
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.896,
"engine": "nemesis_planner",
"mcts_branches": 346,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 277,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-12T03:37:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 1410
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0677851",
"timestamp": "2026-04-09T06:17:31Z",
"trace_id": "9c29ca88-fe62-4cc7-af6d-23e9006cc8c5",
"weighted_score": 87.99
} | {
"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": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 483,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 186,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-09T06:17:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 7004
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1289311",
"timestamp": "2026-04-16T08:08:31Z",
"trace_id": "bba4346f-37a9-445d-90fa-c5e31ff35f24",
"weighted_score": 71.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 402,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 142,
"node_provider": "Azure_Sentinel",
"noise_level_db": 78
},
"timestamp": "2026-04-16T08:08:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6834
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2491438",
"timestamp": "2026-04-30T06:03:58Z",
"trace_id": "113c546c-f2a0-489b-a736-9b76227141b3",
"weighted_score": 70.58
} | {
"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": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 325,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 318,
"node_provider": "Azure_Sentinel",
"noise_level_db": 17
},
"timestamp": "2026-04-30T06:03:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 5886
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1795448",
"timestamp": "2026-04-22T04:44:08Z",
"trace_id": "f7ecd01f-756d-427f-9ad0-7154c55673a8",
"weighted_score": 85.68
} | {
"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": 237,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 133,
"node_provider": "Azure_Sentinel",
"noise_level_db": 14
},
"timestamp": "2026-04-22T04:44:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 5487
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0482527",
"timestamp": "2026-04-07T00:02:07Z",
"trace_id": "1cacce95-39d0-4751-a22c-c5970bfc9a30",
"weighted_score": 42.32
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.757,
"engine": "nemesis_planner",
"mcts_branches": 882,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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"latency_ms": 243,
"node_provider": "Azure_Sentinel",
"noise_level_db": 33
},
"timestamp": "2026-04-07T00:02:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"comp... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 4557
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0648168",
"timestamp": "2026-04-08T22:02:48Z",
"trace_id": "60d9e555-0818-4406-bcc1-e1a9d541a8d8",
"weighted_score": 67.32
} | {
"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": 0.871,
"engine": "nemesis_planner",
"mcts_branches": 570,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 392,
"node_provider": "Azure_Sentinel",
"noise_level_db": 78
},
"timestamp": "2026-04-08T22:02:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 3628
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1726151",
"timestamp": "2026-04-21T09:29:11Z",
"trace_id": "e8e37641-30b1-40ca-bdf1-835e980ef6fb",
"weighted_score": 89.01
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 880,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"latency_ms": 64,
"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-21T09:29:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 2191
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0547570",
"timestamp": "2026-04-07T18:06:10Z",
"trace_id": "c088fe52-79df-4dca-a02c-9e95cf0747e9",
"weighted_score": 10.43
} | {
"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": 570,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 373,
"node_provider": "Azure_Sentinel",
"noise_level_db": 51
},
"timestamp": "2026-04-07T18:06:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 8440
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1467832",
"timestamp": "2026-04-18T09:43:52Z",
"trace_id": "9c3c9304-af4f-49b4-b9dc-a7a1e750f45f",
"weighted_score": 39.81
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 117,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.388,
"latency_ms": 229,
"node_provider": "Azure_Sentinel",
"noise_level_db": 30
},
"timestamp": "2026-04-18T09:43:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4336
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1505057",
"timestamp": "2026-04-18T20:04:17Z",
"trace_id": "79fd9a7c-bc45-43df-a201-31809a3d00d7",
"weighted_score": 48.49
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 950,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.58,
"latency_ms": 484,
"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-18T20:04:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 5742
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1828583",
"timestamp": "2026-04-22T13:56:23Z",
"trace_id": "dc28056e-213c-48b4-88e6-2df8c2a57aae",
"weighted_score": 93.5
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 130,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.416,
"latency_ms": 242,
"node_provider": "CloudTrail",
"noise_level_db": 77
},
"timestamp": "2026-04-22T13:56:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 5380
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1385823",
"timestamp": "2026-04-17T10:57:03Z",
"trace_id": "6f52e8f9-64b3-4f51-988b-a3195e3e5544",
"weighted_score": 91.3
} | {
"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": 0.891,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.28,
"latency_ms": 212,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-17T10:57:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 5340
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1624083",
"timestamp": "2026-04-20T05:08:03Z",
"trace_id": "b50c7e35-3525-4344-9b86-5eba3eaed49b",
"weighted_score": 33.74
} | {
"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": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.759,
"latency_ms": 295,
"node_provider": "CrowdStrike",
"noise_level_db": 78
},
"timestamp": "2026-04-20T05:08:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 3847
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2021280",
"timestamp": "2026-04-24T19:28:00Z",
"trace_id": "968ee7da-1773-4cb1-a150-1080073b296b",
"weighted_score": 95.48
} | {
"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": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 798,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.871,
"latency_ms": 498,
"node_provider": "Azure_Sentinel",
"noise_level_db": 80
},
"timestamp": "2026-04-24T19:28:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 3731
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1637378",
"timestamp": "2026-04-20T08:49:38Z",
"trace_id": "fb799f44-efe4-4eac-89de-30695bde32ba",
"weighted_score": 85.71
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 661,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.22,
"latency_ms": 486,
"node_provider": "CrowdStrike",
"noise_level_db": 20
},
"timestamp": "2026-04-20T08:49:38Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 9357
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0479871",
"timestamp": "2026-04-06T23:17:51Z",
"trace_id": "c37612c8-37df-4359-8de4-3f8a63108915",
"weighted_score": 29.25
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.893,
"engine": "nemesis_planner",
"mcts_branches": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.189,
"latency_ms": 146,
"node_provider": "CrowdStrike",
"noise_level_db": 21
},
"timestamp": "2026-04-06T23:17:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 5887
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2183522",
"timestamp": "2026-04-26T16:32:02Z",
"trace_id": "8d124767-6e7f-4583-a30c-486cbee9a306",
"weighted_score": 32.67
} | {
"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": 0.887,
"engine": "nemesis_planner",
"mcts_branches": 653,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.685,
"latency_ms": 354,
"node_provider": "CloudTrail",
"noise_level_db": 40
},
"timestamp": "2026-04-26T16:32:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.26,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 5261
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1280062",
"timestamp": "2026-04-16T05:34:22Z",
"trace_id": "08836553-91b7-44b8-b990-8b074c35755d",
"weighted_score": 15.63
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 137,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.157,
"latency_ms": 16,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-16T05:34:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 4368
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1157301",
"timestamp": "2026-04-14T19:28:21Z",
"trace_id": "0f0fb5f4-f61e-4143-8be3-ded56b410c4d",
"weighted_score": 88.24
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 162,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.979,
"latency_ms": 436,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-14T19:28:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 7946
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1193199",
"timestamp": "2026-04-15T05:26:39Z",
"trace_id": "3be866fa-df91-4317-af21-138f70f8b632",
"weighted_score": 60.83
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.676,
"latency_ms": 407,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-15T05:26:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1453
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0188063",
"timestamp": "2026-04-03T14:14:23Z",
"trace_id": "f2b04ff4-869f-43eb-a012-b65ca0265832",
"weighted_score": 30.34
} | {
"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": 0.844,
"engine": "nemesis_planner",
"mcts_branches": 210,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.401,
"latency_ms": 445,
"node_provider": "Local_Syslog",
"noise_level_db": 54
},
"timestamp": "2026-04-03T14:14:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 7787
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1286485",
"timestamp": "2026-04-16T07:21:25Z",
"trace_id": "7e3e352b-3dc2-4e4e-9135-82e04ac064ce",
"weighted_score": 39.72
} | {
"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": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 165,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.53,
"latency_ms": 37,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-16T07:21:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 7372
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0872081",
"timestamp": "2026-04-11T12:14:41Z",
"trace_id": "31f3e4f8-63a5-4c9b-9a49-0bcae7daf45e",
"weighted_score": 86.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 526,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.241,
"latency_ms": 231,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-11T12:14:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 6765
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
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