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-0752641",
"timestamp": "2026-04-10T03:04:01Z",
"trace_id": "30d50e79-cc0c-47ef-b896-8fec94ef40ba",
"weighted_score": 90.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.803,
"engine": "nemesis_planner",
"mcts_branches": 218,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.543,
"latency_ms": 211,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-10T03:04:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 7847
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0866342",
"timestamp": "2026-04-11T10:39:02Z",
"trace_id": "e1c999e4-93a7-481c-a65f-1ddd0b7ccdd4",
"weighted_score": 38.37
} | {
"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": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 705,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.467,
"latency_ms": 19,
"node_provider": "Azure_Sentinel",
"noise_level_db": 11
},
"timestamp": "2026-04-11T10:39:02Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 8431
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0742278",
"timestamp": "2026-04-10T00:11:18Z",
"trace_id": "1c8397ae-04df-43d1-a547-1b0bc3a07aa5",
"weighted_score": 37.11
} | {
"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": 0.986,
"engine": "nemesis_planner",
"mcts_branches": 491,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.42,
"latency_ms": 133,
"node_provider": "Local_Syslog",
"noise_level_db": 40
},
"timestamp": "2026-04-10T00:11:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 5593
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0805762",
"timestamp": "2026-04-10T17:49:22Z",
"trace_id": "f1c5bced-5d3a-40e6-9adb-a5419231babd",
"weighted_score": 57.85
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.792,
"engine": "nemesis_planner",
"mcts_branches": 466,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.841,
"latency_ms": 354,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-10T17:49:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 5417
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1900611",
"timestamp": "2026-04-23T09:56:51Z",
"trace_id": "a3561a4a-a362-45d6-8be0-537ab9be0373",
"weighted_score": 80.7
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.942,
"engine": "nemesis_planner",
"mcts_branches": 136,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.558,
"latency_ms": 177,
"node_provider": "CrowdStrike",
"noise_level_db": 41
},
"timestamp": "2026-04-23T09:56:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 5762
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0346829",
"timestamp": "2026-04-05T10:20:29Z",
"trace_id": "decf15af-4e13-4bf8-a0f5-8be88aac8649",
"weighted_score": 38.6
} | {
"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": 0.834,
"engine": "nemesis_planner",
"mcts_branches": 497,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.23,
"latency_ms": 374,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-05T10:20:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6849
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0965677",
"timestamp": "2026-04-12T14:14:37Z",
"trace_id": "381ad08b-4182-46c2-9511-dde9e55e5cef",
"weighted_score": 38.71
} | {
"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"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 470,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.333,
"latency_ms": 22,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-12T14:14:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 4306
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0268026",
"timestamp": "2026-04-04T12:27:06Z",
"trace_id": "67d5fa9b-3f42-4599-9b71-7b49deae090c",
"weighted_score": 52.5
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 351,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.322,
"latency_ms": 156,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-04T12:27:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 8052
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1124214",
"timestamp": "2026-04-14T10:16:54Z",
"trace_id": "3caf40ae-e686-4222-aa45-821cc15b247c",
"weighted_score": 95.42
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 588,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.493,
"latency_ms": 311,
"node_provider": "Local_Syslog",
"noise_level_db": 14
},
"timestamp": "2026-04-14T10:16:54Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 9611
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1351437",
"timestamp": "2026-04-17T01:23:57Z",
"trace_id": "ff6df5b3-fd53-4088-88f7-a37986d9b25d",
"weighted_score": 75.4
} | {
"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": 0.88,
"engine": "nemesis_planner",
"mcts_branches": 763,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.268,
"latency_ms": 455,
"node_provider": "Local_Syslog",
"noise_level_db": 65
},
"timestamp": "2026-04-17T01:23:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 2845
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0845044",
"timestamp": "2026-04-11T04:44:04Z",
"trace_id": "b136aa5e-0fe9-47fe-a391-139ae2db6d3f",
"weighted_score": 97.08
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 518,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.923,
"latency_ms": 165,
"node_provider": "CloudTrail",
"noise_level_db": 19
},
"timestamp": "2026-04-11T04:44:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 3429
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0426459",
"timestamp": "2026-04-06T08:27:39Z",
"trace_id": "26cd544e-1763-4375-a3fa-e3e79406d4c4",
"weighted_score": 80.19
} | {
"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": 0.898,
"engine": "nemesis_planner",
"mcts_branches": 294,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.95,
"latency_ms": 398,
"node_provider": "CrowdStrike",
"noise_level_db": 24
},
"timestamp": "2026-04-06T08:27:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 7790
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0939802",
"timestamp": "2026-04-12T07:03:22Z",
"trace_id": "c5b345ef-ec3c-4a88-aacf-7961bdd75269",
"weighted_score": 45.99
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 399,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.911,
"latency_ms": 142,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-12T07:03:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 2847
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1503094",
"timestamp": "2026-04-18T19:31:34Z",
"trace_id": "05e025a4-95f7-4031-b2fb-03899588a696",
"weighted_score": 86.97
} | {
"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": 0.982,
"engine": "nemesis_planner",
"mcts_branches": 391,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.667,
"latency_ms": 451,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-18T19:31:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 5655
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0701013",
"timestamp": "2026-04-09T12:43:33Z",
"trace_id": "6245b666-d3bf-47e3-97db-55a8c7dd1563",
"weighted_score": 92.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 721,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.266,
"latency_ms": 453,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-09T12:43:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 4756
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1928384",
"timestamp": "2026-04-23T17:39:44Z",
"trace_id": "959bd68b-ffa7-4e67-88ff-d6e83be1e979",
"weighted_score": 17.16
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 697,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.473,
"latency_ms": 259,
"node_provider": "CloudTrail",
"noise_level_db": 53
},
"timestamp": "2026-04-23T17:39:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 5089
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2493186",
"timestamp": "2026-04-30T06:33:06Z",
"trace_id": "c426d997-024d-4d26-b573-433730bb77c3",
"weighted_score": 46.02
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 665,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.333,
"latency_ms": 474,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-30T06:33:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 5041
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0365464",
"timestamp": "2026-04-05T15:31:04Z",
"trace_id": "230545d9-e3a6-4929-9fd7-01683a2d6b67",
"weighted_score": 52.88
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 450,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-05T15:31:04Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 1548
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0253202",
"timestamp": "2026-04-04T08:20:02Z",
"trace_id": "a70140f8-f18f-4c84-b43b-ea2939d125f0",
"weighted_score": 53.06
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.919,
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"mcts_branches": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T08:20:02Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3968
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0523362",
"timestamp": "2026-04-07T11:22:42Z",
"trace_id": "b7b15b34-c537-4595-9c2b-35755d49adf9",
"weighted_score": 67.03
} | {
"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": 0.705,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-07T11:22:42Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2795
} | {
"fitness_score_update": 0.1,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1693005",
"timestamp": "2026-04-21T00:16:45Z",
"trace_id": "6c50c3f2-bf9e-43c8-ae9c-d2fc92e42a93",
"weighted_score": 62.97
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.93,
"engine": "nemesis_planner",
"mcts_branches": 562,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-21T00:16:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 7301
} | {
"fitness_score_update": 0.01,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0046374",
"timestamp": "2026-04-01T22:52:54Z",
"trace_id": "5bc9c951-6b6a-4137-b58d-974f571e62fd",
"weighted_score": 83.44
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 141,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T22:52:54Z"
},
{
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"total_execution_ms": 8703
} | {
"fitness_score_update": 0.3,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0598335",
"timestamp": "2026-04-08T08:12:15Z",
"trace_id": "8bdda404-9272-42f5-9972-2878dfc900ef",
"weighted_score": 17.1
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.889,
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"mcts_branches": 427,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T08:12:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 8878
} | {
"fitness_score_update": -0.09,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0185641",
"timestamp": "2026-04-03T13:34:01Z",
"trace_id": "e320f338-6493-424e-b9e3-d4cdd82b5ff2",
"weighted_score": 77.82
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-03T13:34:01Z"
},
{
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} | {
"fitness_score_update": 0.3,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0594128",
"timestamp": "2026-04-08T07:02:08Z",
"trace_id": "dceb1350-fb46-48f1-997b-936b3c21237b",
"weighted_score": 65.35
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"mcts_branches": 280,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T07:02:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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} | {
"fitness_score_update": 0.12,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1594505",
"timestamp": "2026-04-19T20:55:05Z",
"trace_id": "9b9877d2-d689-4795-871a-a0b59f239219",
"weighted_score": 87.78
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-19T20:55:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9520
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1001244",
"timestamp": "2026-04-13T00:07:24Z",
"trace_id": "dfb52a3b-9d78-43d9-9be5-3bc2464a5f08",
"weighted_score": 10.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T00:07:24Z"
},
{
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"total_execution_ms": 2288
} | {
"fitness_score_update": 0.09,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0914564",
"timestamp": "2026-04-12T00:02:44Z",
"trace_id": "53ced663-4279-4f30-aa7b-2c6823d426ae",
"weighted_score": 40.69
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-12T00:02:44Z"
},
{
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"total_execution_ms": 3246
} | {
"fitness_score_update": 0.04,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1168037",
"timestamp": "2026-04-14T22:27:17Z",
"trace_id": "ffdceda8-3516-4a13-906f-35ccb7328d6e",
"weighted_score": 59.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 893,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T22:27:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4360
} | {
"fitness_score_update": 0.22,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1258570",
"timestamp": "2026-04-15T23:36:10Z",
"trace_id": "9408c763-dc39-492f-b335-ec81c1e2060b",
"weighted_score": 70.28
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 688,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-15T23:36:10Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7074
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0313414",
"timestamp": "2026-04-05T01:03:34Z",
"trace_id": "4207f68a-ca8e-47f2-b38c-5b9933fc7a57",
"weighted_score": 35.61
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T01:03:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6762
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0452409",
"timestamp": "2026-04-06T15:40:09Z",
"trace_id": "9739b9eb-859b-4077-a680-9000b9d86def",
"weighted_score": 48.81
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.958,
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"mcts_branches": 368,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-06T15:40:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 4542
} | {
"fitness_score_update": 0.32,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0883536",
"timestamp": "2026-04-11T15:25:36Z",
"trace_id": "8deb5f27-af85-4634-9986-72cadf4b9917",
"weighted_score": 43.09
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T15:25:36Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7838
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1574212",
"timestamp": "2026-04-19T15:16:52Z",
"trace_id": "cf9267f9-a7b8-427a-96e5-bad376901a6a",
"weighted_score": 37.11
} | {
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"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 214,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-19T15:16:52Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0487093",
"timestamp": "2026-04-07T01:18:13Z",
"trace_id": "1bbf240e-661b-4e2f-9405-45e019325c97",
"weighted_score": 70.51
} | {
"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": 713,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.809,
"latency_ms": 435,
"node_provider": "Local_Syslog",
"noise_level_db": 21
},
"timestamp": "2026-04-07T01:18:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 3144
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0410500",
"timestamp": "2026-04-06T04:01:40Z",
"trace_id": "07e7b092-79c4-456f-9ed0-5ce6a0d762a0",
"weighted_score": 57.55
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 655,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 493,
"node_provider": "CrowdStrike",
"noise_level_db": 55
},
"timestamp": "2026-04-06T04:01:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 4195
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0614167",
"timestamp": "2026-04-08T12:36:07Z",
"trace_id": "fabce78b-c0ee-4258-af37-785f3f90a9ce",
"weighted_score": 83.16
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.895,
"engine": "nemesis_planner",
"mcts_branches": 693,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.225,
"latency_ms": 400,
"node_provider": "Local_Syslog",
"noise_level_db": 52
},
"timestamp": "2026-04-08T12:36:07Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 9611
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1865865",
"timestamp": "2026-04-23T00:17:45Z",
"trace_id": "76e51f0d-5542-4178-9cd5-39ee1aee5979",
"weighted_score": 55.32
} | {
"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": 0.977,
"engine": "nemesis_planner",
"mcts_branches": 472,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 264,
"node_provider": "CloudTrail",
"noise_level_db": 78
},
"timestamp": "2026-04-23T00:17:45Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 4304
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2478041",
"timestamp": "2026-04-30T02:20:41Z",
"trace_id": "628249aa-f088-4256-b81b-cba83d1be570",
"weighted_score": 19.97
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 348,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 438,
"node_provider": "CloudTrail",
"noise_level_db": 59
},
"timestamp": "2026-04-30T02:20:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 6664
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2099003",
"timestamp": "2026-04-25T17:03:23Z",
"trace_id": "0ec2d60c-9638-4adb-9a54-66713233ac0a",
"weighted_score": 18.61
} | {
"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": 0.957,
"engine": "nemesis_planner",
"mcts_branches": 162,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 414,
"node_provider": "CrowdStrike",
"noise_level_db": 55
},
"timestamp": "2026-04-25T17:03:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 3548
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1893368",
"timestamp": "2026-04-23T07:56:08Z",
"trace_id": "10db72e9-3bfc-4d82-932e-b379dad5ce82",
"weighted_score": 67.5
} | {
"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": 0.861,
"engine": "nemesis_planner",
"mcts_branches": 761,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-23T07:56:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 7350
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1020801",
"timestamp": "2026-04-13T05:33:21Z",
"trace_id": "30a85dd0-fa4b-453c-8c74-341d6c1d0f73",
"weighted_score": 47.64
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.738,
"engine": "nemesis_planner",
"mcts_branches": 807,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-13T05:33:21Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"success_rate": 0.52,
"total_execution_ms": 1206
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0387647",
"timestamp": "2026-04-05T21:40:47Z",
"trace_id": "68555286-a460-44f6-ad04-072861f4a941",
"weighted_score": 26.76
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.918,
"engine": "nemesis_planner",
"mcts_branches": 735,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 67
},
"timestamp": "2026-04-05T21:40:47Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 7211
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0193628",
"timestamp": "2026-04-03T15:47:08Z",
"trace_id": "59fd6122-6126-4918-948a-c4596d2e622c",
"weighted_score": 93.51
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 670,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-03T15:47:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1292
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2203530",
"timestamp": "2026-04-26T22:05:30Z",
"trace_id": "ecde34bd-9910-491f-9938-539e4f05f345",
"weighted_score": 23.91
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 370,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 219,
"node_provider": "Azure_Sentinel",
"noise_level_db": 32
},
"timestamp": "2026-04-26T22:05:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 9629
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1369209",
"timestamp": "2026-04-17T06:20:09Z",
"trace_id": "df242e10-5465-4afa-b959-9eae9a25765e",
"weighted_score": 77.22
} | {
"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": 0.705,
"engine": "nemesis_planner",
"mcts_branches": 469,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 27
},
"timestamp": "2026-04-17T06:20:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 5576
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1076817",
"timestamp": "2026-04-13T21:06:57Z",
"trace_id": "4e8b8581-cd91-465a-b9b9-4f7d05d87cf8",
"weighted_score": 89.1
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.765,
"engine": "nemesis_planner",
"mcts_branches": 271,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 277,
"node_provider": "CloudTrail",
"noise_level_db": 74
},
"timestamp": "2026-04-13T21:06:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 9267
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1584976",
"timestamp": "2026-04-19T18:16:16Z",
"trace_id": "f77e9221-09fb-4d61-8f24-3c159e9798c4",
"weighted_score": 64.52
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.945,
"engine": "nemesis_planner",
"mcts_branches": 276,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 230,
"node_provider": "Local_Syslog",
"noise_level_db": 21
},
"timestamp": "2026-04-19T18:16:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 1328
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0434328",
"timestamp": "2026-04-06T10:38:48Z",
"trace_id": "e0169c66-0e6b-4ec7-a9ce-a2fa01c1663d",
"weighted_score": 85.23
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 613,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 343,
"node_provider": "CloudTrail",
"noise_level_db": 71
},
"timestamp": "2026-04-06T10:38:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 4682
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0207909",
"timestamp": "2026-04-03T19:45:09Z",
"trace_id": "29ea2f5e-8815-47ce-80f6-7be2d90659df",
"weighted_score": 11.22
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 650,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 119,
"node_provider": "CloudTrail",
"noise_level_db": 21
},
"timestamp": "2026-04-03T19:45:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1924
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1940790",
"timestamp": "2026-04-23T21:06:30Z",
"trace_id": "cb4084e0-1c72-4245-a4f1-ee79e3ff4b3e",
"weighted_score": 90.66
} | {
"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": 0.833,
"engine": "nemesis_planner",
"mcts_branches": 608,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 467,
"node_provider": "Azure_Sentinel",
"noise_level_db": 10
},
"timestamp": "2026-04-23T21:06:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7870
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1064447",
"timestamp": "2026-04-13T17:40:47Z",
"trace_id": "a8969322-affc-42fc-8b6a-7a0417a4e95a",
"weighted_score": 85.33
} | {
"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": 0.807,
"engine": "nemesis_planner",
"mcts_branches": 559,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
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"latency_ms": 63,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-13T17:40:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 6332
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1029785",
"timestamp": "2026-04-13T08:03:05Z",
"trace_id": "36d63898-666b-4b94-a29e-a3df665d5eb0",
"weighted_score": 45.23
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 726,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-13T08:03:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 7837
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2498123",
"timestamp": "2026-04-30T07:55:23Z",
"trace_id": "416105a8-d013-438c-b7c3-51b71fb4fd9b",
"weighted_score": 16.22
} | {
"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": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 196,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-30T07:55:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 1579
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2162667",
"timestamp": "2026-04-26T10:44:27Z",
"trace_id": "03976e34-97b5-4f27-b2ff-d802bc6fa25c",
"weighted_score": 55.69
} | {
"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": 0.876,
"engine": "nemesis_planner",
"mcts_branches": 382,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-26T10:44:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"success_rate": 0.77,
"total_execution_ms": 1891
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1676679",
"timestamp": "2026-04-20T19:44:39Z",
"trace_id": "486e2d0c-bf1a-4fe7-a8bc-adb2d633d1b7",
"weighted_score": 96.27
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.766,
"engine": "nemesis_planner",
"mcts_branches": 296,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-20T19:44:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.68,
"total_execution_ms": 3591
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0543296",
"timestamp": "2026-04-07T16:54:56Z",
"trace_id": "fe77699c-69ff-4b01-a777-14d1295c532b",
"weighted_score": 74.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 780,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-07T16:54:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"total_execution_ms": 1019
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1834268",
"timestamp": "2026-04-22T15:31:08Z",
"trace_id": "386b5ec3-616b-4437-8506-0d892b3b72d0",
"weighted_score": 82.22
} | {
"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": 0.727,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T15:31:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4291
} | {
"fitness_score_update": 0.09,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0211094",
"timestamp": "2026-04-03T20:38:14Z",
"trace_id": "131e2e1c-5675-4cba-b2b0-c073c343b1a3",
"weighted_score": 47.69
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 282,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-03T20:38:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5746
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1830447",
"timestamp": "2026-04-22T14:27:27Z",
"trace_id": "ea590418-a8bd-4c11-8fb4-5f857e44de78",
"weighted_score": 40.11
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T14:27:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 2078
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0665663",
"timestamp": "2026-04-09T02:54:23Z",
"trace_id": "9d08f6dc-40c2-40f5-842a-1b01c77fc47c",
"weighted_score": 77.19
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-09T02:54:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"total_execution_ms": 1148
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1247640",
"timestamp": "2026-04-15T20:34:00Z",
"trace_id": "2fbb4889-611e-47f7-82d1-a62fe312696f",
"weighted_score": 95.9
} | {
"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": 0.954,
"engine": "nemesis_planner",
"mcts_branches": 279,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-15T20:34:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.61,
"total_execution_ms": 9068
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0526337",
"timestamp": "2026-04-07T12:12:17Z",
"trace_id": "926b3d7d-1db7-4f2b-9ad5-afda0f15f4bc",
"weighted_score": 72.45
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 569,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-07T12:12:17Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 8027
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0021149",
"timestamp": "2026-04-01T15:52:29Z",
"trace_id": "ca076d3b-5da3-42fe-a24e-4a72e54343f4",
"weighted_score": 48.63
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-01T15:52:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
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"success_rate": 0.68,
"total_execution_ms": 7314
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0607660",
"timestamp": "2026-04-08T10:47:40Z",
"trace_id": "f115c28d-8474-4a00-869b-655694fe5278",
"weighted_score": 89.97
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T10:47:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9560
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1289849",
"timestamp": "2026-04-16T08:17:29Z",
"trace_id": "d9db5ecb-6a3d-4956-8dcb-c55262c9f4c7",
"weighted_score": 48.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T08:17:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9851
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0699368",
"timestamp": "2026-04-09T12:16:08Z",
"trace_id": "4b9149da-12c1-41f3-bb45-03c6fc1e4e49",
"weighted_score": 31.69
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-09T12:16:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 6288
} | {
"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-1471097",
"timestamp": "2026-04-18T10:38:17Z",
"trace_id": "7a6d3408-9e11-4bbc-bd5c-240e42d2cb12",
"weighted_score": 61.9
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T10:38:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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} | {
"fitness_score_update": 0.4,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1558713",
"timestamp": "2026-04-19T10:58:33Z",
"trace_id": "bac8cbb5-fa2b-4870-b660-e6b61e6b6a64",
"weighted_score": 28.82
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 900,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 374,
"node_provider": "Local_Syslog",
"noise_level_db": 52
},
"timestamp": "2026-04-19T10:58:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4732
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1906048",
"timestamp": "2026-04-23T11:27:28Z",
"trace_id": "e2de140e-c8ed-4e8f-a123-03de346d0d4f",
"weighted_score": 84.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 717,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"latency_ms": 322,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-23T11:27:28Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 2313
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1637120",
"timestamp": "2026-04-20T08:45:20Z",
"trace_id": "25690c52-432e-4052-8f92-9202f57d6f9b",
"weighted_score": 35.28
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 906,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 70
},
"timestamp": "2026-04-20T08:45:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 3610
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1395851",
"timestamp": "2026-04-17T13:44:11Z",
"trace_id": "ebf778c5-7bb9-4741-8326-1bb7c711bcb2",
"weighted_score": 99.29
} | {
"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": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 612,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-17T13:44:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 4331
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1084701",
"timestamp": "2026-04-13T23:18:21Z",
"trace_id": "dc61c2e1-baea-4544-a58b-4f2e6c531c22",
"weighted_score": 70.91
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 490,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
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"node_provider": "CrowdStrike",
"noise_level_db": 49
},
"timestamp": "2026-04-13T23:18:21Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 7933
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0466135",
"timestamp": "2026-04-06T19:28:55Z",
"trace_id": "32dea71c-d4f8-4000-b664-896c3d497f33",
"weighted_score": 45.78
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 717,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"noise_level_db": 69
},
"timestamp": "2026-04-06T19:28:55Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 3322
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0758482",
"timestamp": "2026-04-10T04:41:22Z",
"trace_id": "e7bd7479-23c5-4d37-ab72-50d6b6084914",
"weighted_score": 63.96
} | {
"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": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 389,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-10T04:41:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3282
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0414636",
"timestamp": "2026-04-06T05:10:36Z",
"trace_id": "ed2a9576-0abe-4eb1-b63c-50192390c3ed",
"weighted_score": 32.46
} | {
"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": 0.725,
"engine": "nemesis_planner",
"mcts_branches": 914,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-06T05:10:36Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 9730
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0401197",
"timestamp": "2026-04-06T01:26:37Z",
"trace_id": "e03db27b-2621-4316-9b82-aaf6c0ff05dd",
"weighted_score": 68.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.851,
"engine": "nemesis_planner",
"mcts_branches": 494,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 127,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-06T01:26:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6431
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0116273",
"timestamp": "2026-04-02T18:17:53Z",
"trace_id": "60958536-7e46-457e-b6e0-b983d7d532bd",
"weighted_score": 10.54
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 821,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
"noise_level_db": 22
},
"timestamp": "2026-04-02T18:17:53Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 8576
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2477658",
"timestamp": "2026-04-30T02:14:18Z",
"trace_id": "542449a6-01b9-4470-a008-b9912a1b0255",
"weighted_score": 29.45
} | {
"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": 0.961,
"engine": "nemesis_planner",
"mcts_branches": 111,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 62
},
"timestamp": "2026-04-30T02:14:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 6390
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0760239",
"timestamp": "2026-04-10T05:10:39Z",
"trace_id": "7dff72f0-e282-4e2b-94e7-0e1962516d88",
"weighted_score": 41.42
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 994,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"telemetry": {
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"latency_ms": 249,
"node_provider": "CloudTrail",
"noise_level_db": 59
},
"timestamp": "2026-04-10T05:10:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 5359
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1987599",
"timestamp": "2026-04-24T10:06:39Z",
"trace_id": "08bb0855-98f9-4250-bdcb-2181014c6b96",
"weighted_score": 50.06
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.906,
"engine": "nemesis_planner",
"mcts_branches": 625,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 34,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-24T10:06:39Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 5753
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2034577",
"timestamp": "2026-04-24T23:09:37Z",
"trace_id": "e752092c-46c4-471a-af73-9583e7aaf69d",
"weighted_score": 46.74
} | {
"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": 543,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-24T23:09:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 9595
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1684558",
"timestamp": "2026-04-20T21:55:58Z",
"trace_id": "d9bd5a98-50b2-45dd-8c41-288764eacba0",
"weighted_score": 60.16
} | {
"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": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 734,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 73
},
"timestamp": "2026-04-20T21:55:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6500
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0065867",
"timestamp": "2026-04-02T04:17:47Z",
"trace_id": "a3fb3558-9be9-4958-919c-79d77a510314",
"weighted_score": 68
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.883,
"engine": "nemesis_planner",
"mcts_branches": 384,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-02T04:17:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5431
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1748131",
"timestamp": "2026-04-21T15:35:31Z",
"trace_id": "1d6a0b67-07e0-49f9-b4bc-46e8698c4d55",
"weighted_score": 55.92
} | {
"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": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 645,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 79
},
"timestamp": "2026-04-21T15:35:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5173
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0936916",
"timestamp": "2026-04-12T06:15:16Z",
"trace_id": "db2080aa-8929-4f39-9b60-21b4ef42db93",
"weighted_score": 23.69
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 628,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.967,
"latency_ms": 103,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-12T06:15:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 1018
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0255397",
"timestamp": "2026-04-04T08:56:37Z",
"trace_id": "47b89539-ffff-43b4-90f2-77eba35ecfeb",
"weighted_score": 71.75
} | {
"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": 0.925,
"engine": "nemesis_planner",
"mcts_branches": 181,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.196,
"latency_ms": 83,
"node_provider": "CloudTrail",
"noise_level_db": 12
},
"timestamp": "2026-04-04T08:56:37Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 4340
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0523507",
"timestamp": "2026-04-07T11:25:07Z",
"trace_id": "cace33e9-ecce-422f-bea9-73a91bc19e02",
"weighted_score": 68.04
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.524,
"latency_ms": 215,
"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-07T11:25:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 1076
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0277078",
"timestamp": "2026-04-04T14:57:58Z",
"trace_id": "7bc904a3-ecaf-45f8-925e-605aab5bdf43",
"weighted_score": 47.37
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 802,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.299,
"latency_ms": 275,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-04T14:57:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.9,
"total_execution_ms": 7297
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2422942",
"timestamp": "2026-04-29T11:02:22Z",
"trace_id": "8710636a-bd8d-49c3-9e60-26d58b37502f",
"weighted_score": 74.94
} | {
"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": 0.785,
"engine": "nemesis_planner",
"mcts_branches": 354,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.401,
"latency_ms": 475,
"node_provider": "CloudTrail",
"noise_level_db": 20
},
"timestamp": "2026-04-29T11:02:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 2336
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1378968",
"timestamp": "2026-04-17T09:02:48Z",
"trace_id": "fb70036c-f36f-49d2-8a1d-89fd9764eee4",
"weighted_score": 23.77
} | {
"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": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 319,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.349,
"latency_ms": 219,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-17T09:02:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.22,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 7053
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1813688",
"timestamp": "2026-04-22T09:48:08Z",
"trace_id": "cdaa2f9e-6ced-4b6a-a658-d095bbadb6f1",
"weighted_score": 78.14
} | {
"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": 0.702,
"engine": "nemesis_planner",
"mcts_branches": 149,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.565,
"latency_ms": 200,
"node_provider": "Local_Syslog",
"noise_level_db": 50
},
"timestamp": "2026-04-22T09:48:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3620
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1972583",
"timestamp": "2026-04-24T05:56:23Z",
"trace_id": "950b3ed1-ed29-4e4e-be6a-d15198c3760a",
"weighted_score": 12.11
} | {
"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"
} | {
"confidence_score": 0.717,
"engine": "nemesis_planner",
"mcts_branches": 862,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.124,
"latency_ms": 418,
"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-24T05:56:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 1184
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0759326",
"timestamp": "2026-04-10T04:55:26Z",
"trace_id": "8d939e1d-77e8-4ae5-ad90-217fb617adc5",
"weighted_score": 28.12
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.979,
"engine": "nemesis_planner",
"mcts_branches": 907,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.881,
"latency_ms": 197,
"node_provider": "CloudTrail",
"noise_level_db": 17
},
"timestamp": "2026-04-10T04:55:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.04,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3850
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0671765",
"timestamp": "2026-04-09T04:36:05Z",
"trace_id": "6d1fc5f0-34f3-4c98-9112-0efecdf39193",
"weighted_score": 61.08
} | {
"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": 0.835,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.927,
"latency_ms": 468,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-09T04:36:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 3624
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0948672",
"timestamp": "2026-04-12T09:31:12Z",
"trace_id": "4b0cec6f-53d5-4f1c-947d-497825aafbcb",
"weighted_score": 37.67
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.754,
"engine": "nemesis_planner",
"mcts_branches": 576,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.302,
"latency_ms": 161,
"node_provider": "Local_Syslog",
"noise_level_db": 21
},
"timestamp": "2026-04-12T09:31:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 3327
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0513473",
"timestamp": "2026-04-07T08:37:53Z",
"trace_id": "ce780633-0585-4398-afb9-9b56be5eba26",
"weighted_score": 49.68
} | {
"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": 0.7,
"engine": "nemesis_planner",
"mcts_branches": 787,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.974,
"latency_ms": 496,
"node_provider": "CrowdStrike",
"noise_level_db": 28
},
"timestamp": "2026-04-07T08:37:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 2991
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0787969",
"timestamp": "2026-04-10T12:52:49Z",
"trace_id": "65f3a85f-2251-4529-ae8d-c1103237f653",
"weighted_score": 46
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 275,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.2,
"latency_ms": 168,
"node_provider": "Azure_Sentinel",
"noise_level_db": 16
},
"timestamp": "2026-04-10T12:52:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 8688
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0289452",
"timestamp": "2026-04-04T18:24:12Z",
"trace_id": "65a3d1f1-8977-4b5a-a81c-244ddd5839f0",
"weighted_score": 80.01
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.744,
"engine": "nemesis_planner",
"mcts_branches": 771,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.603,
"latency_ms": 469,
"node_provider": "Azure_Sentinel",
"noise_level_db": 69
},
"timestamp": "2026-04-04T18:24:12Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 6897
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0657768",
"timestamp": "2026-04-09T00:42:48Z",
"trace_id": "76c10d48-b298-41bc-8ce3-27a15248c4ee",
"weighted_score": 29.44
} | {
"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": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 964,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.138,
"latency_ms": 434,
"node_provider": "CloudTrail",
"noise_level_db": 76
},
"timestamp": "2026-04-09T00:42:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 1725
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
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