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": "blocked_by_edr",
"id": "NEMESIS-0582563",
"timestamp": "2026-04-08T03:49:23Z",
"trace_id": "ce44adee-db77-4b7f-95df-73a6b5f4c110",
"weighted_score": 78.42
} | {
"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": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 699,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.743,
"latency_ms": 66,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-08T03:49:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 8987
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1439179",
"timestamp": "2026-04-18T01:46:19Z",
"trace_id": "f3f22865-45dc-4f06-a0cd-29f602910c45",
"weighted_score": 91.5
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 336,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.586,
"latency_ms": 347,
"node_provider": "Azure_Sentinel",
"noise_level_db": 59
},
"timestamp": "2026-04-18T01:46:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 8054
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0974261",
"timestamp": "2026-04-12T16:37:41Z",
"trace_id": "75920163-8615-4126-a91f-bc3f72fbdabe",
"weighted_score": 10.09
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.896,
"engine": "nemesis_planner",
"mcts_branches": 259,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.403,
"latency_ms": 384,
"node_provider": "Azure_Sentinel",
"noise_level_db": 13
},
"timestamp": "2026-04-12T16:37:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 9390
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0664561",
"timestamp": "2026-04-09T02:36:01Z",
"trace_id": "9862dbc8-348b-456b-9f42-85a898eb2e28",
"weighted_score": 71.98
} | {
"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": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 331,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.128,
"latency_ms": 319,
"node_provider": "CrowdStrike",
"noise_level_db": 80
},
"timestamp": "2026-04-09T02:36:01Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 4944
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2071008",
"timestamp": "2026-04-25T09:16:48Z",
"trace_id": "a9f9d85c-31f8-4eac-9412-6cb40b2772bc",
"weighted_score": 28.07
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.864,
"engine": "nemesis_planner",
"mcts_branches": 699,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.205,
"latency_ms": 138,
"node_provider": "CrowdStrike",
"noise_level_db": 64
},
"timestamp": "2026-04-25T09:16:48Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9309
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1122694",
"timestamp": "2026-04-14T09:51:34Z",
"trace_id": "29acb5db-2fab-4705-8ff1-b9c9ad4781d5",
"weighted_score": 46.25
} | {
"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": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 768,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.433,
"latency_ms": 452,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-14T09:51:34Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8285
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2095699",
"timestamp": "2026-04-25T16:08:19Z",
"trace_id": "d6e522c4-6f6d-484d-9a18-2e50de6b16c9",
"weighted_score": 16.44
} | {
"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": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 714,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.665,
"latency_ms": 229,
"node_provider": "Local_Syslog",
"noise_level_db": 73
},
"timestamp": "2026-04-25T16:08:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 2967
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1885780",
"timestamp": "2026-04-23T05:49:40Z",
"trace_id": "691abcd1-7383-4208-9e8b-06085773f0a2",
"weighted_score": 41.23
} | {
"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": 0.735,
"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.766,
"latency_ms": 357,
"node_provider": "CrowdStrike",
"noise_level_db": 16
},
"timestamp": "2026-04-23T05:49:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 1718
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2153192",
"timestamp": "2026-04-26T08:06:32Z",
"trace_id": "5ee3c23e-0484-4984-83d2-1bdbbd77fa34",
"weighted_score": 55.12
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 233,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.544,
"latency_ms": 473,
"node_provider": "CloudTrail",
"noise_level_db": 58
},
"timestamp": "2026-04-26T08:06:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 3723
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1848765",
"timestamp": "2026-04-22T19:32:45Z",
"trace_id": "1eec11f8-c000-4ca3-becf-08fc18fd8547",
"weighted_score": 50.4
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.86,
"engine": "nemesis_planner",
"mcts_branches": 312,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.197,
"latency_ms": 334,
"node_provider": "CrowdStrike",
"noise_level_db": 69
},
"timestamp": "2026-04-22T19:32:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 2710
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0731917",
"timestamp": "2026-04-09T21:18:37Z",
"trace_id": "adadaf1a-cdc6-4289-a445-87dfe44da58c",
"weighted_score": 32.84
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 561,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.613,
"latency_ms": 289,
"node_provider": "CloudTrail",
"noise_level_db": 30
},
"timestamp": "2026-04-09T21:18:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 2990
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1596472",
"timestamp": "2026-04-19T21:27:52Z",
"trace_id": "8948cb45-fdf1-4243-8578-955a9a930376",
"weighted_score": 58.26
} | {
"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": 390,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.73,
"latency_ms": 195,
"node_provider": "Azure_Sentinel",
"noise_level_db": 66
},
"timestamp": "2026-04-19T21:27:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9821
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0864299",
"timestamp": "2026-04-11T10:04:59Z",
"trace_id": "9c072ade-a360-405d-b4c8-411ad4f8fb42",
"weighted_score": 53.62
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.796,
"engine": "nemesis_planner",
"mcts_branches": 883,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.144,
"latency_ms": 190,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-11T10:04:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 2731
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1921462",
"timestamp": "2026-04-23T15:44:22Z",
"trace_id": "5d0334c4-4114-47aa-90ae-87b84c643427",
"weighted_score": 49.39
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.917,
"engine": "nemesis_planner",
"mcts_branches": 939,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.407,
"latency_ms": 351,
"node_provider": "Local_Syslog",
"noise_level_db": 58
},
"timestamp": "2026-04-23T15:44:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2856
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0932511",
"timestamp": "2026-04-12T05:01:51Z",
"trace_id": "2b747c82-54ab-45a3-b7a8-a0b6ade4feec",
"weighted_score": 50.23
} | {
"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": 0.863,
"engine": "nemesis_planner",
"mcts_branches": 541,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.412,
"latency_ms": 29,
"node_provider": "CrowdStrike",
"noise_level_db": 76
},
"timestamp": "2026-04-12T05:01:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 4695
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1461080",
"timestamp": "2026-04-18T07:51:20Z",
"trace_id": "747659f7-30ed-428f-9ccd-a52dd22b164c",
"weighted_score": 48.17
} | {
"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": 0.94,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.207,
"latency_ms": 32,
"node_provider": "CloudTrail",
"noise_level_db": 75
},
"timestamp": "2026-04-18T07:51:20Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 7988
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0866821",
"timestamp": "2026-04-11T10:47:01Z",
"trace_id": "036cb30e-80e5-4f3e-8065-436b6f3fdbca",
"weighted_score": 44.96
} | {
"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": 0.965,
"engine": "nemesis_planner",
"mcts_branches": 423,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.988,
"latency_ms": 97,
"node_provider": "Local_Syslog",
"noise_level_db": 57
},
"timestamp": "2026-04-11T10:47:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.14,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 5959
} | {
"fitness_score_update": 0.23,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1875929",
"timestamp": "2026-04-23T03:05:29Z",
"trace_id": "5ce25c22-008b-4854-a731-50b32569d1ce",
"weighted_score": 14.61
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 447,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T03:05:29Z"
},
{
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"component"... | {
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"success_rate": 0.96,
"total_execution_ms": 3011
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0709499",
"timestamp": "2026-04-09T15:04:59Z",
"trace_id": "e8d518dc-c421-453a-95ed-2ebfb1174f09",
"weighted_score": 32.4
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"mcts_branches": 654,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T15:04:59Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.77,
"total_execution_ms": 8555
} | {
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"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0280466",
"timestamp": "2026-04-04T15:54:26Z",
"trace_id": "3626c5f4-4738-4a2b-8935-532f7ef331f2",
"weighted_score": 28.94
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-04T15:54:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 7750
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1794890",
"timestamp": "2026-04-22T04:34:50Z",
"trace_id": "06107ca9-b97e-414b-83c6-e7b93c947a24",
"weighted_score": 31.1
} | {
"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": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 533,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T04:34:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 9118
} | {
"fitness_score_update": 0.06,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0894055",
"timestamp": "2026-04-11T18:20:55Z",
"trace_id": "c2f14cbf-a998-4e81-8032-887b567dcede",
"weighted_score": 15.34
} | {
"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": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 174,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-11T18:20:55Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 3141
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2411691",
"timestamp": "2026-04-29T07:54:51Z",
"trace_id": "fc38ed9d-18f4-4639-acc5-ea12fa3e9450",
"weighted_score": 39.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 593,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-29T07:54:51Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4317
} | {
"fitness_score_update": -0.07,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0999679",
"timestamp": "2026-04-12T23:41:19Z",
"trace_id": "b5389d85-97b0-46cc-87b3-f794113c5208",
"weighted_score": 44.6
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 682,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-12T23:41:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.81,
"total_execution_ms": 7253
} | {
"fitness_score_update": 0.29,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1198016",
"timestamp": "2026-04-15T06:46:56Z",
"trace_id": "2bdb16df-a5f0-41bb-b5b0-14e03f0c257a",
"weighted_score": 15.57
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T06:46:56Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 9691
} | {
"fitness_score_update": 0.22,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2247338",
"timestamp": "2026-04-27T10:15:38Z",
"trace_id": "4163f4f3-463e-4a9c-8637-b66130d4152f",
"weighted_score": 93.76
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"mcts_branches": 493,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T10:15:38Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.83,
"total_execution_ms": 3609
} | {
"fitness_score_update": -0.05,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1114823",
"timestamp": "2026-04-14T07:40:23Z",
"trace_id": "d6bc11ce-4b13-43bd-bf4b-252be044e7dd",
"weighted_score": 84.96
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T07:40:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 7269
} | {
"fitness_score_update": 0.08,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0725886",
"timestamp": "2026-04-09T19:38:06Z",
"trace_id": "4fe1d640-31b6-4921-a0a8-ab36b8f38dfc",
"weighted_score": 70.9
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-09T19:38:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"success_rate": 0.57,
"total_execution_ms": 3025
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2368123",
"timestamp": "2026-04-28T19:48:43Z",
"trace_id": "8c5dc73a-e6f7-439d-9e36-36154f7f50c1",
"weighted_score": 11.03
} | {
"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": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 100,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 43
},
"timestamp": "2026-04-28T19:48:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 7040
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1934334",
"timestamp": "2026-04-23T19:18:54Z",
"trace_id": "a44e8e47-17f2-4ea2-acf5-b2becc7a5aec",
"weighted_score": 42.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.777,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T19:18:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NEM... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4208
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1492183",
"timestamp": "2026-04-18T16:29:43Z",
"trace_id": "c14616eb-eaaa-44d5-883e-81d18d5cf667",
"weighted_score": 67.32
} | {
"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": 0.727,
"engine": "nemesis_planner",
"mcts_branches": 661,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-18T16:29:43Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.55,
"total_execution_ms": 6383
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1140969",
"timestamp": "2026-04-14T14:56:09Z",
"trace_id": "b1b6ad95-79f5-4c98-8924-1c8abc46f187",
"weighted_score": 37.83
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.716,
"engine": "nemesis_planner",
"mcts_branches": 525,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-14T14:56:09Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7456
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0035801",
"timestamp": "2026-04-01T19:56:41Z",
"trace_id": "041cf594-97d9-42fe-b0a7-1e7eed9f7128",
"weighted_score": 72.49
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-01T19:56:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.48,
"total_execution_ms": 1195
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1227619",
"timestamp": "2026-04-15T15:00:19Z",
"trace_id": "491393f6-585f-4d1b-b2fb-78a9bed280f8",
"weighted_score": 53.63
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 411,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-15T15:00:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4547
} | {
"fitness_score_update": 0.47,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0762540",
"timestamp": "2026-04-10T05:49:00Z",
"trace_id": "349b9c4c-dfbe-458b-aff3-ebd0c240b960",
"weighted_score": 10.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T05:49:00Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 5927
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1965857",
"timestamp": "2026-04-24T04:04:17Z",
"trace_id": "0333c43b-0eed-42d7-945e-a5cae632ede2",
"weighted_score": 24.37
} | {
"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": 0.912,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T04:04:17Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 2385
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2323270",
"timestamp": "2026-04-28T07:21:10Z",
"trace_id": "8ff48b5d-461f-4081-82cb-28e8ad0ffaeb",
"weighted_score": 10.22
} | {
"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": "2026-04-28T07:21:10Z"
},
{
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"total_execution_ms": 2955
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0770184",
"timestamp": "2026-04-10T07:56:24Z",
"trace_id": "eb4f6339-2b2f-40ef-8f93-cac50721218a",
"weighted_score": 96.82
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.895,
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"total_execution_ms": 2053
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1878976",
"timestamp": "2026-04-23T03:56:16Z",
"trace_id": "4fb49515-2b4e-492e-957a-1b7696af395d",
"weighted_score": 90.92
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 3554
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1567902",
"timestamp": "2026-04-19T13:31:42Z",
"trace_id": "574adc10-74b4-46a7-afe4-1c3dc431d35e",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T13:31:42Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1091792",
"timestamp": "2026-04-14T01:16:32Z",
"trace_id": "a3b701e7-503c-4456-b6e7-80bad6e8c452",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
{
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},
"timestamp": "2026-04-14T01:16:32Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1433359",
"timestamp": "2026-04-18T00:09:19Z",
"trace_id": "ef1856dc-7b77-4ea2-974e-244d73a58325",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-18T00:09:19Z"
},
{
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"total_execution_ms": 2257
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2127171",
"timestamp": "2026-04-26T00:52:51Z",
"trace_id": "521847a8-4836-4d24-a5a2-5d8de6fd6fb8",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
"timestamp": "2026-04-26T00:52:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0940699",
"timestamp": "2026-04-12T07:18:19Z",
"trace_id": "fc6b27df-2145-4702-ae63-e308409f0c5f",
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} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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} | [
{
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},
"timestamp": "2026-04-12T07:18:19Z"
},
{
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"total_execution_ms": 1628
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1281255",
"timestamp": "2026-04-16T05:54:15Z",
"trace_id": "94700649-d0ef-4eab-a035-1bdf2c61b7d1",
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} | {
"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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} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
"... | {
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"total_execution_ms": 8063
} | {
"fitness_score_update": 0.1,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0495153",
"timestamp": "2026-04-07T03:32:33Z",
"trace_id": "f55412c5-f570-4d55-8ab5-5fe798f43c95",
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} | {
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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} | [
{
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},
"timestamp": "2026-04-07T03:32:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0874191",
"timestamp": "2026-04-11T12:49:51Z",
"trace_id": "a2732bba-4fdc-4542-a72f-42a2cb1612fe",
"weighted_score": 36.08
} | {
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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} | [
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},
"timestamp": "2026-04-11T12:49:51Z"
},
{
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"total_execution_ms": 5338
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2091501",
"timestamp": "2026-04-25T14:58:21Z",
"trace_id": "1dfa4d90-39ed-4e0e-ae9a-e63924c1093f",
"weighted_score": 14.97
} | {
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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": "2026-04-25T14:58:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1598636",
"timestamp": "2026-04-19T22:03:56Z",
"trace_id": "646d462e-9024-452e-a689-540a4a44d76a",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-19T22:03:56Z"
},
{
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"total_execution_ms": 4411
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-29T11:50:23Z",
"trace_id": "7d4450a1-a5ba-41b1-ad82-5fc1e6d6e52b",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-29T11:50:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 2845
} | {
"fitness_score_update": -0.06,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0105149",
"timestamp": "2026-04-02T15:12:29Z",
"trace_id": "8bcc1ca7-feab-4671-b097-a05a1dda1d98",
"weighted_score": 71.33
} | {
"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"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T15:12:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
"fitness_score_update": 0.46,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0730121",
"timestamp": "2026-04-09T20:48:41Z",
"trace_id": "17af6626-145b-4117-a3d8-62f21be6a4eb",
"weighted_score": 79.02
} | {
"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": 0.964,
"engine": "nemesis_planner",
"mcts_branches": 921,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 187,
"node_provider": "Azure_Sentinel",
"noise_level_db": 75
},
"timestamp": "2026-04-09T20:48:41Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 5941
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1129590",
"timestamp": "2026-04-14T11:46:30Z",
"trace_id": "69a62e11-e3d3-42f6-ba6b-dce010f38d07",
"weighted_score": 83.79
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.867,
"engine": "nemesis_planner",
"mcts_branches": 597,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 466,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-14T11:46:30Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 2031
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0443807",
"timestamp": "2026-04-06T13:16:47Z",
"trace_id": "2dcd73ac-616a-49aa-bf41-685e183f7580",
"weighted_score": 31.99
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.807,
"engine": "nemesis_planner",
"mcts_branches": 734,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"node_provider": "Local_Syslog",
"noise_level_db": 51
},
"timestamp": "2026-04-06T13:16:47Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 9917
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0218615",
"timestamp": "2026-04-03T22:43:35Z",
"trace_id": "44e9ae4b-0220-4d30-9210-e547a01ac48e",
"weighted_score": 28.13
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 818,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"latency_ms": 230,
"node_provider": "Azure_Sentinel",
"noise_level_db": 73
},
"timestamp": "2026-04-03T22:43:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 5340
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1670896",
"timestamp": "2026-04-20T18:08:16Z",
"trace_id": "42cac382-759d-4ac5-9a49-e45144f5da5a",
"weighted_score": 12.21
} | {
"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": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 392,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-20T18:08:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 3044
} | {
"fitness_score_update": 0.09,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0133883",
"timestamp": "2026-04-02T23:11:23Z",
"trace_id": "32393627-22ce-4e90-ab3a-1a5222cbdc0e",
"weighted_score": 15.63
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.713,
"engine": "nemesis_planner",
"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
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"node_provider": "Local_Syslog",
"noise_level_db": 35
},
"timestamp": "2026-04-02T23:11:23Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 1438
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1533434",
"timestamp": "2026-04-19T03:57:14Z",
"trace_id": "2329a781-993c-4187-85a4-cd318f45822d",
"weighted_score": 97.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.903,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-19T03:57:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 8357
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0503343",
"timestamp": "2026-04-07T05:49:03Z",
"trace_id": "7fbc7109-c93d-4215-93b5-5fd975d1abc2",
"weighted_score": 50.35
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.975,
"engine": "nemesis_planner",
"mcts_branches": 220,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-07T05:49:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "NE... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 8362
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1303016",
"timestamp": "2026-04-16T11:56:56Z",
"trace_id": "9b4c5a5e-5dbb-444e-a299-82830ef1e433",
"weighted_score": 85.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.775,
"engine": "nemesis_planner",
"mcts_branches": 783,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
"noise_level_db": 35
},
"timestamp": "2026-04-16T11:56:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 5776
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0918652",
"timestamp": "2026-04-12T01:10:52Z",
"trace_id": "039e4bac-39c7-45e8-b0fe-9d1c2bfb36ab",
"weighted_score": 69.3
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 234,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-12T01:10:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 5456
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1587694",
"timestamp": "2026-04-19T19:01:34Z",
"trace_id": "fe55aed5-6df7-4ada-bb95-a43b06b83aeb",
"weighted_score": 73.8
} | {
"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": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 993,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-19T19:01:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 2638
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2450751",
"timestamp": "2026-04-29T18:45:51Z",
"trace_id": "8b3c4a57-f727-4483-bb18-3785606c2e1a",
"weighted_score": 52.75
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.908,
"engine": "nemesis_planner",
"mcts_branches": 109,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-29T18:45:51Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 9953
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1598537",
"timestamp": "2026-04-19T22:02:17Z",
"trace_id": "fcc309d3-e82c-46de-a045-4738a84d8a3c",
"weighted_score": 55.95
} | {
"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": 0.821,
"engine": "nemesis_planner",
"mcts_branches": 681,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
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"latency_ms": 298,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-19T22:02:17Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 4434
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2487511",
"timestamp": "2026-04-30T04:58:31Z",
"trace_id": "83ae4da4-477b-41b6-8a7b-a993a05fe62c",
"weighted_score": 47.49
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 817,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"noise_level_db": 51
},
"timestamp": "2026-04-30T04:58:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.44,
"total_execution_ms": 8498
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1620129",
"timestamp": "2026-04-20T04:02:09Z",
"trace_id": "6083503f-1386-4bba-99fc-aab7294c1bbb",
"weighted_score": 25.65
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.779,
"engine": "nemesis_planner",
"mcts_branches": 155,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-20T04:02:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.67,
"total_execution_ms": 2621
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0509146",
"timestamp": "2026-04-07T07:25:46Z",
"trace_id": "e7e13eb5-d044-4d1a-9513-d032d90d4b66",
"weighted_score": 50.31
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.748,
"engine": "nemesis_planner",
"mcts_branches": 155,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-07T07:25:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 8442
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0900851",
"timestamp": "2026-04-11T20:14:11Z",
"trace_id": "a57821e7-1177-47bc-8080-5f112d9b4b09",
"weighted_score": 10.22
} | {
"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": 0.711,
"engine": "nemesis_planner",
"mcts_branches": 990,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-11T20:14:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"total_execution_ms": 1540
} | {
"fitness_score_update": 0.05,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1778011",
"timestamp": "2026-04-21T23:53:31Z",
"trace_id": "87967e76-e35a-49e4-88ae-51dba86752b1",
"weighted_score": 90.61
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 164,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
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"latency_ms": 54,
"node_provider": "CloudTrail",
"noise_level_db": 65
},
"timestamp": "2026-04-21T23:53:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 1988
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1901756",
"timestamp": "2026-04-23T10:15:56Z",
"trace_id": "c08e3a32-b02a-4ae0-b6f8-82d4666f260b",
"weighted_score": 22.68
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 535,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-23T10:15:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 3440
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1037320",
"timestamp": "2026-04-13T10:08:40Z",
"trace_id": "c0281413-da6d-42de-b515-0f1752e8d9b6",
"weighted_score": 60.48
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.974,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
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"latency_ms": 209,
"node_provider": "CrowdStrike",
"noise_level_db": 44
},
"timestamp": "2026-04-13T10:08:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 2432
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0464378",
"timestamp": "2026-04-06T18:59:38Z",
"trace_id": "7cc87b02-07aa-427e-9dd6-40b98ca1773d",
"weighted_score": 93.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.885,
"engine": "nemesis_planner",
"mcts_branches": 469,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
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"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-06T18:59:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 8629
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2285249",
"timestamp": "2026-04-27T20:47:29Z",
"trace_id": "5fcc7506-5df6-4eef-8672-1fdc7529daf4",
"weighted_score": 51.19
} | {
"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": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 763,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-27T20:47:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 5118
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2237365",
"timestamp": "2026-04-27T07:29:25Z",
"trace_id": "bd48d4cf-3f40-420c-a21e-ba294712004f",
"weighted_score": 83.96
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-27T07:29:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 1157
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1694086",
"timestamp": "2026-04-21T00:34:46Z",
"trace_id": "212bf002-1779-46fa-a9f3-757e7f6b2a58",
"weighted_score": 84.87
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.745,
"engine": "nemesis_planner",
"mcts_branches": 745,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-21T00:34:46Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.61,
"total_execution_ms": 2788
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0606414",
"timestamp": "2026-04-08T10:26:54Z",
"trace_id": "6f8a18ea-ccda-4e84-9407-8348275f2e28",
"weighted_score": 65.24
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.756,
"engine": "nemesis_planner",
"mcts_branches": 936,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T10:26:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 6689
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0276030",
"timestamp": "2026-04-04T14:40:30Z",
"trace_id": "747fc011-4015-460a-b80a-0db0a3064ea9",
"weighted_score": 96.9
} | {
"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": 0.784,
"engine": "nemesis_planner",
"mcts_branches": 170,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 21
},
"timestamp": "2026-04-04T14:40:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 6838
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0948537",
"timestamp": "2026-04-12T09:28:57Z",
"trace_id": "f4bf248e-a47b-40de-9e00-0221773c1561",
"weighted_score": 37.42
} | {
"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": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 753,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-12T09:28:57Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.54,
"total_execution_ms": 4846
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1327350",
"timestamp": "2026-04-16T18:42:30Z",
"trace_id": "07e1d490-d74a-419a-ae1e-0fdf2a490c17",
"weighted_score": 19.99
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 896,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 38
},
"timestamp": "2026-04-16T18:42:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 3868
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0536485",
"timestamp": "2026-04-07T15:01:25Z",
"trace_id": "f6c1c76e-1b1d-4085-b13f-6211cd4509a6",
"weighted_score": 36.4
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.795,
"engine": "nemesis_planner",
"mcts_branches": 241,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"telemetry": {
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},
"timestamp": "2026-04-07T15:01:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 7553
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2397263",
"timestamp": "2026-04-29T03:54:23Z",
"trace_id": "8d1dd0f4-502c-41cc-bad5-a40936d3aa1a",
"weighted_score": 63.29
} | {
"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": 0.989,
"engine": "nemesis_planner",
"mcts_branches": 346,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"latency_ms": 321,
"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-29T03:54:23Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 1233
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0777234",
"timestamp": "2026-04-10T09:53:54Z",
"trace_id": "6408dca7-3ca3-4551-9f4f-90ee8bebf94c",
"weighted_score": 67.52
} | {
"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": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 650,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 75
},
"timestamp": "2026-04-10T09:53:54Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 8960
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2142506",
"timestamp": "2026-04-26T05:08:26Z",
"trace_id": "4f649e74-b916-43b4-9a30-06c68602eb0a",
"weighted_score": 99.21
} | {
"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": 0.9,
"engine": "nemesis_planner",
"mcts_branches": 464,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
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"latency_ms": 200,
"node_provider": "CloudTrail",
"noise_level_db": 62
},
"timestamp": "2026-04-26T05:08:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 3416
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0598631",
"timestamp": "2026-04-08T08:17:11Z",
"trace_id": "9ac220d5-2507-41c1-949e-27df43924a23",
"weighted_score": 36.07
} | {
"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": 0.774,
"engine": "nemesis_planner",
"mcts_branches": 549,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 50
},
"timestamp": "2026-04-08T08:17:11Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 1984
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0970088",
"timestamp": "2026-04-12T15:28:08Z",
"trace_id": "cb191593-f40e-4ccb-aa67-1ae49718b260",
"weighted_score": 87.26
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.731,
"engine": "nemesis_planner",
"mcts_branches": 188,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-12T15:28:08Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 5404
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1964486",
"timestamp": "2026-04-24T03:41:26Z",
"trace_id": "9ae8b100-7551-4686-bd9b-b9a1927c3ab4",
"weighted_score": 30.03
} | {
"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": 0.863,
"engine": "nemesis_planner",
"mcts_branches": 179,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.716,
"latency_ms": 201,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-24T03:41:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.63,
"total_execution_ms": 4481
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2353938",
"timestamp": "2026-04-28T15:52:18Z",
"trace_id": "f09a25f9-7372-45a8-8611-cec6f69e8b25",
"weighted_score": 87.59
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.797,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.979,
"latency_ms": 189,
"node_provider": "Local_Syslog",
"noise_level_db": 61
},
"timestamp": "2026-04-28T15:52:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 4904
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2266904",
"timestamp": "2026-04-27T15:41:44Z",
"trace_id": "165add9b-b1df-44bb-a854-bcd6f9522b1f",
"weighted_score": 16.74
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.964,
"engine": "nemesis_planner",
"mcts_branches": 311,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.87,
"latency_ms": 97,
"node_provider": "CloudTrail",
"noise_level_db": 39
},
"timestamp": "2026-04-27T15:41:44Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 6832
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0908620",
"timestamp": "2026-04-11T22:23:40Z",
"trace_id": "8533e010-1844-4d8c-804b-a0c42e05bca9",
"weighted_score": 99.73
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 127,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.905,
"latency_ms": 389,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-11T22:23:40Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1067
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0727913",
"timestamp": "2026-04-09T20:11:53Z",
"trace_id": "17066079-aa46-4da8-833a-a9d74431f54c",
"weighted_score": 59.15
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.894,
"engine": "nemesis_planner",
"mcts_branches": 776,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.379,
"latency_ms": 141,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-09T20:11:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8040
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1427612",
"timestamp": "2026-04-17T22:33:32Z",
"trace_id": "41ec9717-2d05-49e4-93fd-7e395ef49860",
"weighted_score": 90.15
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.722,
"engine": "nemesis_planner",
"mcts_branches": 303,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.434,
"latency_ms": 48,
"node_provider": "Azure_Sentinel",
"noise_level_db": 43
},
"timestamp": "2026-04-17T22:33:32Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compo... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 3438
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0384818",
"timestamp": "2026-04-05T20:53:38Z",
"trace_id": "3f2421d9-4a1d-45cc-b007-88cafa8ed220",
"weighted_score": 70.87
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.704,
"engine": "nemesis_planner",
"mcts_branches": 722,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.262,
"latency_ms": 182,
"node_provider": "Local_Syslog",
"noise_level_db": 78
},
"timestamp": "2026-04-05T20:53:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 1560
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1962219",
"timestamp": "2026-04-24T03:03:39Z",
"trace_id": "556f1d4c-acae-4da2-b682-97b5bb58a6fa",
"weighted_score": 31.84
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 443,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.488,
"latency_ms": 276,
"node_provider": "CrowdStrike",
"noise_level_db": 55
},
"timestamp": "2026-04-24T03:03:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 9520
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0354918",
"timestamp": "2026-04-05T12:35:18Z",
"trace_id": "b7dcac8e-2e57-4c05-8051-e22b722a8f73",
"weighted_score": 87.97
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 164,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.151,
"latency_ms": 434,
"node_provider": "Local_Syslog",
"noise_level_db": 47
},
"timestamp": "2026-04-05T12:35:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9540
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0315735",
"timestamp": "2026-04-05T01:42:15Z",
"trace_id": "c90472f4-4b2a-4569-af29-2ad686aa6a1e",
"weighted_score": 82.52
} | {
"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": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 690,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.931,
"latency_ms": 330,
"node_provider": "CrowdStrike",
"noise_level_db": 37
},
"timestamp": "2026-04-05T01:42:15Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 8739
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1005686",
"timestamp": "2026-04-13T01:21:26Z",
"trace_id": "5b3e90d5-9e7e-40bf-a431-f46e8ea9ae74",
"weighted_score": 33.26
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 313,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.582,
"latency_ms": 80,
"node_provider": "CloudTrail",
"noise_level_db": 36
},
"timestamp": "2026-04-13T01:21:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 9636
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1830177",
"timestamp": "2026-04-22T14:22:57Z",
"trace_id": "5d96d2d3-92f6-4fc8-922b-f6f6964b5f86",
"weighted_score": 57.95
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.921,
"engine": "nemesis_planner",
"mcts_branches": 400,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.53,
"latency_ms": 271,
"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-22T14:22:57Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 7859
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2468175",
"timestamp": "2026-04-29T23:36:15Z",
"trace_id": "3ee63ba8-c648-4b72-9d01-b977e365446d",
"weighted_score": 69.2
} | {
"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": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.11,
"latency_ms": 210,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-29T23:36:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"co... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1246
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1113635",
"timestamp": "2026-04-14T07:20:35Z",
"trace_id": "879d928a-54aa-4411-96ad-d23c499c60f5",
"weighted_score": 65.12
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.827,
"engine": "nemesis_planner",
"mcts_branches": 193,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.921,
"latency_ms": 67,
"node_provider": "CloudTrail",
"noise_level_db": 57
},
"timestamp": "2026-04-14T07:20:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5737
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0388759",
"timestamp": "2026-04-05T21:59:19Z",
"trace_id": "6b83ee78-fd94-4943-bdec-0c69b394d43d",
"weighted_score": 89.55
} | {
"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": 0.91,
"engine": "nemesis_planner",
"mcts_branches": 258,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.489,
"latency_ms": 240,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-05T21:59:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 6543
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | blocked_by_edr |
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