schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0069535",
"timestamp": "2026-04-02T05:18:55Z",
"trace_id": "22d4ae13-445b-4235-86fb-18a23508092c",
"weighted_score": 13.72
} | {
"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": 866,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.892,
"latency_ms": 63,
"node_provider": "CrowdStrike",
"noise_level_db": 33
},
"timestamp": "2026-04-02T05:18:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 5788
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1926313",
"timestamp": "2026-04-23T17:05:13Z",
"trace_id": "aca7f1d5-865b-463d-9158-7cf0f69705b4",
"weighted_score": 17.94
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 113,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.441,
"latency_ms": 320,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-23T17:05:13Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 9046
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0787999",
"timestamp": "2026-04-10T12:53:19Z",
"trace_id": "21f17318-445a-458c-92dd-80b87de73eac",
"weighted_score": 96.29
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 634,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.592,
"latency_ms": 39,
"node_provider": "Local_Syslog",
"noise_level_db": 60
},
"timestamp": "2026-04-10T12:53:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.36,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 7691
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1531591",
"timestamp": "2026-04-19T03:26:31Z",
"trace_id": "966f2b19-4e9f-449c-8ddd-e4048f7e2c5c",
"weighted_score": 89.5
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 961,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.91,
"latency_ms": 121,
"node_provider": "CloudTrail",
"noise_level_db": 34
},
"timestamp": "2026-04-19T03:26:31Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 1652
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1555579",
"timestamp": "2026-04-19T10:06:19Z",
"trace_id": "4f3b9213-0ebd-4191-b2e6-a878794064d8",
"weighted_score": 67.15
} | {
"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": 0.778,
"engine": "nemesis_planner",
"mcts_branches": 717,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.879,
"latency_ms": 248,
"node_provider": "CrowdStrike",
"noise_level_db": 79
},
"timestamp": "2026-04-19T10:06:19Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 6708
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1677126",
"timestamp": "2026-04-20T19:52:06Z",
"trace_id": "fe65c87c-fa02-4354-9663-30b8c5d545b3",
"weighted_score": 58.23
} | {
"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": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 903,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.231,
"latency_ms": 30,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-20T19:52:06Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 8312
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0892630",
"timestamp": "2026-04-11T17:57:10Z",
"trace_id": "60e2587a-d647-4d72-ba8b-6a52c70d0390",
"weighted_score": 82.16
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 382,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.66,
"latency_ms": 35,
"node_provider": "Local_Syslog",
"noise_level_db": 68
},
"timestamp": "2026-04-11T17:57:10Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 1877
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1078544",
"timestamp": "2026-04-13T21:35:44Z",
"trace_id": "e0d254c0-0b53-4822-bda9-a5de54c16b4c",
"weighted_score": 39.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 389,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.222,
"latency_ms": 292,
"node_provider": "Local_Syslog",
"noise_level_db": 16
},
"timestamp": "2026-04-13T21:35:44Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 2718
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1598284",
"timestamp": "2026-04-19T21:58:04Z",
"trace_id": "a22ab509-95bc-4c81-9453-b6dd7ab387ad",
"weighted_score": 33.86
} | {
"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": 0.905,
"engine": "nemesis_planner",
"mcts_branches": 128,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.536,
"latency_ms": 268,
"node_provider": "CrowdStrike",
"noise_level_db": 58
},
"timestamp": "2026-04-19T21:58:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 9846
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0439469",
"timestamp": "2026-04-06T12:04:29Z",
"trace_id": "ff0ff474-0c30-4d32-8c38-ee6662b6e046",
"weighted_score": 78.77
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 605,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.658,
"latency_ms": 410,
"node_provider": "CrowdStrike",
"noise_level_db": 59
},
"timestamp": "2026-04-06T12:04:29Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4330
} | {
"fitness_score_update": -0.1,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1396591",
"timestamp": "2026-04-17T13:56:31Z",
"trace_id": "aaa19b6b-34f1-4d5b-86de-d33bc696a1ba",
"weighted_score": 84.22
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.843,
"engine": "nemesis_planner",
"mcts_branches": 808,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.856,
"latency_ms": 157,
"node_provider": "CloudTrail",
"noise_level_db": 64
},
"timestamp": "2026-04-17T13:56:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 3437
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0426581",
"timestamp": "2026-04-06T08:29:41Z",
"trace_id": "1166417e-b4fb-453d-9dbc-67a55b545048",
"weighted_score": 74.31
} | {
"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": 0.747,
"engine": "nemesis_planner",
"mcts_branches": 211,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.382,
"latency_ms": 428,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-06T08:29:41Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 3732
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0322456",
"timestamp": "2026-04-05T03:34:16Z",
"trace_id": "abf3c0ec-adde-4796-8a97-16e3dd2fc33d",
"weighted_score": 91.72
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 114,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.693,
"latency_ms": 292,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-05T03:34:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.39,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 5153
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1263901",
"timestamp": "2026-04-16T01:05:01Z",
"trace_id": "d6dba8e6-9b74-4908-85fc-694e9827c8d0",
"weighted_score": 19.56
} | {
"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": 0.837,
"engine": "nemesis_planner",
"mcts_branches": 377,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.977,
"latency_ms": 261,
"node_provider": "Azure_Sentinel",
"noise_level_db": 47
},
"timestamp": "2026-04-16T01:05:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 8812
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1255744",
"timestamp": "2026-04-15T22:49:04Z",
"trace_id": "96b08bf7-ee94-4084-9480-eacc14eda8ca",
"weighted_score": 57.03
} | {
"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": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 692,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.954,
"latency_ms": 284,
"node_provider": "Local_Syslog",
"noise_level_db": 44
},
"timestamp": "2026-04-15T22:49:04Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 8235
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0523134",
"timestamp": "2026-04-07T11:18:54Z",
"trace_id": "d29a91c4-1492-4eaf-9ac6-32eeca785c5a",
"weighted_score": 30.7
} | {
"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": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 971,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.138,
"latency_ms": 219,
"node_provider": "Local_Syslog",
"noise_level_db": 55
},
"timestamp": "2026-04-07T11:18:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 4847
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1628156",
"timestamp": "2026-04-20T06:15:56Z",
"trace_id": "e41ce4de-bd1e-4b9c-8188-6f0ef9ec872c",
"weighted_score": 16.61
} | {
"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": 0.928,
"engine": "nemesis_planner",
"mcts_branches": 958,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.944,
"latency_ms": 307,
"node_provider": "Local_Syslog",
"noise_level_db": 38
},
"timestamp": "2026-04-20T06:15:56Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 2970
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0962894",
"timestamp": "2026-04-12T13:28:14Z",
"trace_id": "d54095b1-4b85-4b1e-992b-ebd9123b401a",
"weighted_score": 90.96
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.967,
"engine": "nemesis_planner",
"mcts_branches": 692,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-12T13:28:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5195
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2204630",
"timestamp": "2026-04-26T22:23:50Z",
"trace_id": "9eb3abe5-8a91-4bfc-a9a4-2e829102737f",
"weighted_score": 73.09
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.925,
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-26T22:23:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"success_rate": 0.69,
"total_execution_ms": 6994
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1138625",
"timestamp": "2026-04-14T14:17:05Z",
"trace_id": "2b2ecb01-8bd7-4f50-92ce-7504b747ca68",
"weighted_score": 46.55
} | {
"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": 276,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-14T14:17:05Z"
},
{
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"component":... | {
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"success_rate": 0.73,
"total_execution_ms": 1945
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1327829",
"timestamp": "2026-04-16T18:50:29Z",
"trace_id": "07dae528-972f-41b8-85d5-cf6313eb16f9",
"weighted_score": 27.79
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-16T18:50:29Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6500
} | {
"fitness_score_update": 0.18,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0628603",
"timestamp": "2026-04-08T16:36:43Z",
"trace_id": "45708e08-8658-415d-a062-58ccb074ca18",
"weighted_score": 70.14
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.856,
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"mcts_branches": 223,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T16:36:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3883
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1982432",
"timestamp": "2026-04-24T08:40:32Z",
"trace_id": "47c4cc8c-3505-416a-bcaf-7ebbe461d6ad",
"weighted_score": 99.92
} | {
"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": 660,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T08:40:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9969
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0440906",
"timestamp": "2026-04-06T12:28:26Z",
"trace_id": "a8b31432-c2ed-45a8-9f95-0cfe4479a2e7",
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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": "2026-04-06T12:28:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 7900
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1745504",
"timestamp": "2026-04-21T14:51:44Z",
"trace_id": "62581c90-059c-4410-9039-9c44c8778bb5",
"weighted_score": 50.8
} | {
"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": "2026-04-21T14:51:44Z"
},
{
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"total_execution_ms": 4554
} | {
"fitness_score_update": 0.36,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1491357",
"timestamp": "2026-04-18T16:15:57Z",
"trace_id": "04636e21-8df9-4482-89ad-54efb67936a4",
"weighted_score": 97.56
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"mcts_branches": 679,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T16:15:57Z"
},
{
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"total_execution_ms": 4758
} | {
"fitness_score_update": 0.2,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1323735",
"timestamp": "2026-04-16T17:42:15Z",
"trace_id": "06073769-4a57-4aed-b752-98e2b3e28c91",
"weighted_score": 96.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T17:42:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 4887
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2378247",
"timestamp": "2026-04-28T22:37:27Z",
"trace_id": "0872442c-ea99-4c53-85b7-1e1339f1b277",
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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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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-28T22:37:27Z"
},
{
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"success_rate": 0.58,
"total_execution_ms": 3839
} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2456595",
"timestamp": "2026-04-29T20:23:15Z",
"trace_id": "2e2c74b2-5c00-4486-b0cc-60411c6a3a82",
"weighted_score": 72.36
} | {
"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": 446,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-29T20:23:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"total_execution_ms": 4717
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1581705",
"timestamp": "2026-04-19T17:21:45Z",
"trace_id": "6ae6e689-cab4-463e-b2a3-139b9497ec83",
"weighted_score": 62.59
} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.919,
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"mcts_branches": 985,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T17:21:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 9611
} | {
"fitness_score_update": 0.37,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1972414",
"timestamp": "2026-04-24T05:53:34Z",
"trace_id": "07c13b29-84c4-4b08-b6b2-474ac6ab2c96",
"weighted_score": 76.8
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.96,
"engine": "nemesis_planner",
"mcts_branches": 271,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T05:53:34Z"
},
{
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"total_execution_ms": 1043
} | {
"fitness_score_update": 0.17,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2188041",
"timestamp": "2026-04-26T17:47:21Z",
"trace_id": "d9226ef0-4edb-4bad-bedd-a21b6cb8793f",
"weighted_score": 78.04
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T17:47:21Z"
},
{
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"total_execution_ms": 3479
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1627311",
"timestamp": "2026-04-20T06:01:51Z",
"trace_id": "16280aad-2320-4c94-835b-b3de4600c4d1",
"weighted_score": 77.72
} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-20T06:01:51Z"
},
{
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"total_execution_ms": 4793
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0176126",
"timestamp": "2026-04-03T10:55:26Z",
"trace_id": "4f59fa7e-e30c-47ad-8782-e0c4f6f7c630",
"weighted_score": 36.6
} | {
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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": "2026-04-03T10:55:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 5386
} | {
"fitness_score_update": 0.13,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1199209",
"timestamp": "2026-04-15T07:06:49Z",
"trace_id": "c95f2be6-84da-42f2-9928-745004103d62",
"weighted_score": 76.36
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 249,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
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"latency_ms": 252,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-15T07:06:49Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 4815
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1649778",
"timestamp": "2026-04-20T12:16:18Z",
"trace_id": "f58741ef-9877-4ed7-8624-8f06b355baf4",
"weighted_score": 37.49
} | {
"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": 0.875,
"engine": "nemesis_planner",
"mcts_branches": 616,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-20T12:16:18Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 4287
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1328387",
"timestamp": "2026-04-16T18:59:47Z",
"trace_id": "68463ff0-9836-4736-8401-6b1f42042921",
"weighted_score": 66.61
} | {
"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": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 839,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-16T18:59:47Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 1539
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2497215",
"timestamp": "2026-04-30T07:40:15Z",
"trace_id": "fb23633d-b7f8-4c15-a383-fda976d55508",
"weighted_score": 12.77
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 748,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-30T07:40:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1790
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2118772",
"timestamp": "2026-04-25T22:32:52Z",
"trace_id": "7e0661fb-9719-405a-bae3-30e4d2e933be",
"weighted_score": 85.49
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.805,
"engine": "nemesis_planner",
"mcts_branches": 350,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-25T22:32:52Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.41,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 3809
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1229045",
"timestamp": "2026-04-15T15:24:05Z",
"trace_id": "f2eb2d91-84c4-4175-9395-6f4d94b492d1",
"weighted_score": 11.2
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.791,
"engine": "nemesis_planner",
"mcts_branches": 970,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-15T15:24:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 5978
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2407670",
"timestamp": "2026-04-29T06:47:50Z",
"trace_id": "58cd7da4-f049-484c-ae3e-6c8b16baa9e0",
"weighted_score": 84.63
} | {
"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": 0.722,
"engine": "nemesis_planner",
"mcts_branches": 242,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-29T06:47:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.82,
"total_execution_ms": 1286
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0533457",
"timestamp": "2026-04-07T14:10:57Z",
"trace_id": "ceb9ac81-c15a-4a5f-912b-32ce5061c2d0",
"weighted_score": 55.9
} | {
"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"
} | {
"confidence_score": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-07T14:10:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 4404
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1946313",
"timestamp": "2026-04-23T22:38:33Z",
"trace_id": "12640bf7-3010-4461-90ac-2ac6c86641a6",
"weighted_score": 61.7
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.732,
"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 29
},
"timestamp": "2026-04-23T22:38:33Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 7313
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0197805",
"timestamp": "2026-04-03T16:56:45Z",
"trace_id": "a9a44823-930c-47d3-9fb9-c4c722d0bd1d",
"weighted_score": 11.15
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.819,
"engine": "nemesis_planner",
"mcts_branches": 446,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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},
"timestamp": "2026-04-03T16:56:45Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"success_rate": 0.88,
"total_execution_ms": 6364
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2326777",
"timestamp": "2026-04-28T08:19:37Z",
"trace_id": "75744229-dc23-46b7-a0e5-b11dce2b9452",
"weighted_score": 60.64
} | {
"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": 0.828,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-28T08:19:37Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 4711
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1765795",
"timestamp": "2026-04-21T20:29:55Z",
"trace_id": "075e58ce-d828-43ed-a8c3-e3415704f5db",
"weighted_score": 57.47
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.796,
"engine": "nemesis_planner",
"mcts_branches": 646,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"latency_ms": 329,
"node_provider": "CloudTrail",
"noise_level_db": 37
},
"timestamp": "2026-04-21T20:29:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 5068
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0112952",
"timestamp": "2026-04-02T17:22:32Z",
"trace_id": "5fc824bc-a5d6-441e-812c-e31623c61452",
"weighted_score": 56.26
} | {
"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": 0.851,
"engine": "nemesis_planner",
"mcts_branches": 632,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"telemetry": {
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"latency_ms": 157,
"node_provider": "CrowdStrike",
"noise_level_db": 46
},
"timestamp": "2026-04-02T17:22:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 8267
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1985824",
"timestamp": "2026-04-24T09:37:04Z",
"trace_id": "7efd60fe-0cd0-444f-ae6d-a78c9c0d1793",
"weighted_score": 96.24
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.981,
"engine": "nemesis_planner",
"mcts_branches": 709,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 67
},
"timestamp": "2026-04-24T09:37:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 5342
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1179534",
"timestamp": "2026-04-15T01:38:54Z",
"trace_id": "ecb6f55d-4b68-40dc-ab6c-f8900e4cfecf",
"weighted_score": 93.63
} | {
"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": 0.966,
"engine": "nemesis_planner",
"mcts_branches": 597,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 50
},
"timestamp": "2026-04-15T01:38:54Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.55,
"total_execution_ms": 3932
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0922389",
"timestamp": "2026-04-12T02:13:09Z",
"trace_id": "6bdf4b49-2fd6-4754-9500-3e324fad60b2",
"weighted_score": 75.59
} | {
"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": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 954,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 45
},
"timestamp": "2026-04-12T02:13:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 5048
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1634846",
"timestamp": "2026-04-20T08:07:26Z",
"trace_id": "516a8fa1-d0bb-4801-8432-4e162b13a1e7",
"weighted_score": 30.49
} | {
"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"
} | {
"confidence_score": 0.83,
"engine": "nemesis_planner",
"mcts_branches": 445,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"noise_level_db": 34
},
"timestamp": "2026-04-20T08:07:26Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 5163
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1177913",
"timestamp": "2026-04-15T01:11:53Z",
"trace_id": "6f1a167d-202f-4ad0-9d2b-4296a6d44ac5",
"weighted_score": 89.61
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.878,
"engine": "nemesis_planner",
"mcts_branches": 931,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 247,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-15T01:11:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 9666
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1518526",
"timestamp": "2026-04-18T23:48:46Z",
"trace_id": "9e2310da-3a4c-4197-88b1-c079bc3c660b",
"weighted_score": 26.32
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.813,
"engine": "nemesis_planner",
"mcts_branches": 766,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"latency_ms": 187,
"node_provider": "Azure_Sentinel",
"noise_level_db": 57
},
"timestamp": "2026-04-18T23:48:46Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 3762
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0818634",
"timestamp": "2026-04-10T21:23:54Z",
"trace_id": "03c8042b-6025-4a61-986a-edc32fe283ee",
"weighted_score": 87.12
} | {
"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": 0.76,
"engine": "nemesis_planner",
"mcts_branches": 783,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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},
"timestamp": "2026-04-10T21:23:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 1075
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0285974",
"timestamp": "2026-04-04T17:26:14Z",
"trace_id": "12b83b53-23ad-4605-98ba-964655e70092",
"weighted_score": 61.23
} | {
"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": 0.816,
"engine": "nemesis_planner",
"mcts_branches": 918,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"latency_ms": 482,
"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-04T17:26:14Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 5449
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0983155",
"timestamp": "2026-04-12T19:05:55Z",
"trace_id": "9bdb2f66-3642-4c99-a1d3-ca9b0ae67072",
"weighted_score": 76.32
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 429,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-12T19:05:55Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 6595
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0990472",
"timestamp": "2026-04-12T21:07:52Z",
"trace_id": "0257e082-c99a-4714-bd52-c9cd641fa254",
"weighted_score": 33.96
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.97,
"engine": "nemesis_planner",
"mcts_branches": 816,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-12T21:07:52Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 4376
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0584335",
"timestamp": "2026-04-08T04:18:55Z",
"trace_id": "5be0d2b2-1673-4c21-bdd5-375fe4f890bb",
"weighted_score": 46.65
} | {
"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": 0.709,
"engine": "nemesis_planner",
"mcts_branches": 828,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-08T04:18:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1822
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0994279",
"timestamp": "2026-04-12T22:11:19Z",
"trace_id": "da682d60-21fe-441f-a5cd-6eff43afd390",
"weighted_score": 21.14
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.92,
"engine": "nemesis_planner",
"mcts_branches": 584,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-12T22:11:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 1,
"total_execution_ms": 7520
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1689407",
"timestamp": "2026-04-20T23:16:47Z",
"trace_id": "664165fd-19d5-48e6-bee4-70cfecd5eea6",
"weighted_score": 11.14
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.912,
"engine": "nemesis_planner",
"mcts_branches": 462,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-20T23:16:47Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.51,
"total_execution_ms": 9180
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2061127",
"timestamp": "2026-04-25T06:32:07Z",
"trace_id": "4d5e9710-0917-48b2-86dc-79ca8933c7fc",
"weighted_score": 63.34
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.922,
"engine": "nemesis_planner",
"mcts_branches": 102,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-25T06:32:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3959
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0855622",
"timestamp": "2026-04-11T07:40:22Z",
"trace_id": "b74aeb12-880f-4e0e-a0c5-0beb52721122",
"weighted_score": 25.66
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.971,
"engine": "nemesis_planner",
"mcts_branches": 689,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"noise_level_db": 20
},
"timestamp": "2026-04-11T07:40:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 8300
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0976655",
"timestamp": "2026-04-12T17:17:35Z",
"trace_id": "6214f703-4678-4f29-be8a-b6ba342c88ec",
"weighted_score": 92.78
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.913,
"engine": "nemesis_planner",
"mcts_branches": 886,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 27
},
"timestamp": "2026-04-12T17:17:35Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 6496
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1406229",
"timestamp": "2026-04-17T16:37:09Z",
"trace_id": "8e84e290-a2c0-4bad-914e-47a577b9945e",
"weighted_score": 21.39
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.801,
"engine": "nemesis_planner",
"mcts_branches": 861,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "CloudTrail",
"noise_level_db": 47
},
"timestamp": "2026-04-17T16:37:09Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 8888
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1670309",
"timestamp": "2026-04-20T17:58:29Z",
"trace_id": "c3ff8461-ebbe-4db1-a5a1-310e092b837e",
"weighted_score": 69.77
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.727,
"engine": "nemesis_planner",
"mcts_branches": 368,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-20T17:58:29Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3998
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0864228",
"timestamp": "2026-04-11T10:03:48Z",
"trace_id": "a5ead197-7294-4e74-957a-531f25891b1f",
"weighted_score": 93.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.924,
"engine": "nemesis_planner",
"mcts_branches": 780,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T10:03:48Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 1415
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0743938",
"timestamp": "2026-04-10T00:38:58Z",
"trace_id": "97317953-388f-4a2c-a89c-235d418be0bc",
"weighted_score": 83.93
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-10T00:38:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4904
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0035354",
"timestamp": "2026-04-01T19:49:14Z",
"trace_id": "c802070a-7d18-4e71-a366-9e01289b6805",
"weighted_score": 12.82
} | {
"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": 0.815,
"engine": "nemesis_planner",
"mcts_branches": 305,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-01T19:49:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 4423
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1020232",
"timestamp": "2026-04-13T05:23:52Z",
"trace_id": "39d99e05-bf71-44b3-b1c6-30a48461e29b",
"weighted_score": 61.86
} | {
"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"
} | [
{
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},
"timestamp": "2026-04-13T05:23:52Z"
},
{
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... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0577873",
"timestamp": "2026-04-08T02:31:13Z",
"trace_id": "842245f0-5da5-4c4e-9466-e889c02ce2eb",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0705208",
"timestamp": "2026-04-09T13:53:28Z",
"trace_id": "d3cfacd1-1d2a-4683-a39f-0cccb1bd9013",
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} | {
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"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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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0611512",
"timestamp": "2026-04-08T11:51:52Z",
"trace_id": "fd4b252a-4380-4e2d-b135-7fd39df3af2f",
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} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
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},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0465960",
"timestamp": "2026-04-06T19:26:00Z",
"trace_id": "ceeb5e6d-8910-430e-87cd-96ebd0a0f014",
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} | {
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"chain": "prod-cluster-01",
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"protocol": "Kubernetes",
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-10T01:37:28Z",
"trace_id": "de9ee764-5157-485d-a4a7-6862aa776024",
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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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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-05T11:06:41Z",
"trace_id": "6250fa2f-5da3-40a7-84fc-d09fe7bc9a45",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-2151348",
"timestamp": "2026-04-26T07:35:48Z",
"trace_id": "0f31f2e6-348a-4d28-80bb-855e242022d3",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "e6d0e0f1-a73e-4b0c-a887-aee519fed428",
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} | {
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} | {
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} | [
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},
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},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0282477",
"timestamp": "2026-04-04T16:27:57Z",
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} | {
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} | {
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} | [
{
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-07T17:06:25Z",
"trace_id": "2fc5917c-45a4-41bd-89cf-8a9f043e1cdb",
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} | {
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"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
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} | {
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} | [
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},
"timestamp": "2026-04-07T17:06:25Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0185051",
"timestamp": "2026-04-03T13:24:11Z",
"trace_id": "2f0de43f-51f9-4e7f-b69c-0cd95df9de44",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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... | {
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-24T11:07:17Z",
"trace_id": "f987e40a-c07f-446c-9455-fa379334c8cd",
"weighted_score": 79.78
} | {
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"protocol": "Kubernetes",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T11:07:17Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T23:40:58Z",
"trace_id": "04395cd1-bb49-44a3-b401-d559fb7b8b1f",
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} | {
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"chain": "ubuntu-22.04",
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} | {
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} | [
{
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},
"timestamp": "2026-04-15T23:40:58Z"
},
{
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"total_execution_ms": 4225
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1422100",
"timestamp": "2026-04-17T21:01:40Z",
"trace_id": "3de9a060-abbf-4f37-b544-0f4ffe6a5b94",
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} | {
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} | {
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} | [
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},
"timestamp": "2026-04-17T21:01:40Z"
},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-21T14:25:04Z",
"trace_id": "1cedd832-ecfa-4060-9ae6-822a5ed776e7",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1194093",
"timestamp": "2026-04-15T05:41:33Z",
"trace_id": "39f25cb6-9aae-4362-ab02-713937c5573c",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-15T05:41:33Z"
},
{
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} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2287479",
"timestamp": "2026-04-27T21:24:39Z",
"trace_id": "7c670ddb-fc99-4faf-9c7b-08f35b557194",
"weighted_score": 18.28
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.938,
"engine": "nemesis_planner",
"mcts_branches": 645,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.115,
"latency_ms": 310,
"node_provider": "Azure_Sentinel",
"noise_level_db": 79
},
"timestamp": "2026-04-27T21:24:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1557
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0819187",
"timestamp": "2026-04-10T21:33:07Z",
"trace_id": "b2c2b791-d46d-4281-a447-31e540f25157",
"weighted_score": 39.91
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 131,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.199,
"latency_ms": 315,
"node_provider": "CloudTrail",
"noise_level_db": 50
},
"timestamp": "2026-04-10T21:33:07Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.06,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 4323
} | {
"fitness_score_update": 0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2029617",
"timestamp": "2026-04-24T21:46:57Z",
"trace_id": "034b9c07-df88-4dc6-b5ce-c50acca68749",
"weighted_score": 85.79
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 307,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.689,
"latency_ms": 32,
"node_provider": "Local_Syslog",
"noise_level_db": 67
},
"timestamp": "2026-04-24T21:46:57Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 7477
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0886646",
"timestamp": "2026-04-11T16:17:26Z",
"trace_id": "525aa4d9-07fb-465c-b95e-348646f852d5",
"weighted_score": 42.38
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 767,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.543,
"latency_ms": 30,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-11T16:17:26Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 8649
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1461130",
"timestamp": "2026-04-18T07:52:10Z",
"trace_id": "c5b496c1-179d-44c8-8e22-e9853a43e54d",
"weighted_score": 65.07
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 951,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.918,
"latency_ms": 428,
"node_provider": "Azure_Sentinel",
"noise_level_db": 68
},
"timestamp": "2026-04-18T07:52:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"componen... | {
"noise_penalty": 0.37,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 9502
} | {
"fitness_score_update": 0.17,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0307344",
"timestamp": "2026-04-04T23:22:24Z",
"trace_id": "7e3f11c9-8566-43b9-ac38-ecbbc16cfbd5",
"weighted_score": 36.84
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 314,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.368,
"latency_ms": 35,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-04T23:22:24Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.25,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 4328
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1712231",
"timestamp": "2026-04-21T05:37:11Z",
"trace_id": "5d6319a7-0eef-4b5b-b132-eabe9ecff188",
"weighted_score": 98.06
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.701,
"engine": "nemesis_planner",
"mcts_branches": 573,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.225,
"latency_ms": 315,
"node_provider": "Azure_Sentinel",
"noise_level_db": 41
},
"timestamp": "2026-04-21T05:37:11Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.33,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 5588
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2458970",
"timestamp": "2026-04-29T21:02:50Z",
"trace_id": "a7244816-866e-4985-88fb-630a5207ec85",
"weighted_score": 88.84
} | {
"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": 0.984,
"engine": "nemesis_planner",
"mcts_branches": 933,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.34,
"latency_ms": 370,
"node_provider": "CloudTrail",
"noise_level_db": 44
},
"timestamp": "2026-04-29T21:02:50Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9977
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1991503",
"timestamp": "2026-04-24T11:11:43Z",
"trace_id": "a0a5a929-c927-4d45-89ce-c8bec130517b",
"weighted_score": 75.04
} | {
"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": 0.723,
"engine": "nemesis_planner",
"mcts_branches": 775,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.111,
"latency_ms": 460,
"node_provider": "Azure_Sentinel",
"noise_level_db": 43
},
"timestamp": "2026-04-24T11:11:43Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.17,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.74,
"total_execution_ms": 3802
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0501120",
"timestamp": "2026-04-07T05:12:00Z",
"trace_id": "ab761e66-5a10-417b-ae8e-7bf173af23b1",
"weighted_score": 53.86
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.969,
"engine": "nemesis_planner",
"mcts_branches": 656,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.468,
"latency_ms": 489,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-07T05:12:00Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"com... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 6871
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1563858",
"timestamp": "2026-04-19T12:24:18Z",
"trace_id": "eafc12b5-9939-4c65-a4a0-a92e1f4158c3",
"weighted_score": 16.73
} | {
"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": 0.762,
"engine": "nemesis_planner",
"mcts_branches": 147,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.117,
"latency_ms": 373,
"node_provider": "CloudTrail",
"noise_level_db": 32
},
"timestamp": "2026-04-19T12:24:18Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 9838
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0745988",
"timestamp": "2026-04-10T01:13:08Z",
"trace_id": "dab4335e-4510-4e56-9700-06477d26e27d",
"weighted_score": 82.05
} | {
"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": 0.781,
"engine": "nemesis_planner",
"mcts_branches": 561,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.589,
"latency_ms": 459,
"node_provider": "Local_Syslog",
"noise_level_db": 10
},
"timestamp": "2026-04-10T01:13:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.1,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 1826
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1676588",
"timestamp": "2026-04-20T19:43:08Z",
"trace_id": "faec2dfe-73e1-4312-b78c-789d6dd87f7d",
"weighted_score": 24.5
} | {
"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": 0.932,
"engine": "nemesis_planner",
"mcts_branches": 771,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.453,
"latency_ms": 232,
"node_provider": "CloudTrail",
"noise_level_db": 27
},
"timestamp": "2026-04-20T19:43:08Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 9469
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1873762",
"timestamp": "2026-04-23T02:29:22Z",
"trace_id": "d6f7410d-2dcf-47a9-916f-71510e0cd750",
"weighted_score": 70.68
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.933,
"engine": "nemesis_planner",
"mcts_branches": 375,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.536,
"latency_ms": 410,
"node_provider": "CrowdStrike",
"noise_level_db": 74
},
"timestamp": "2026-04-23T02:29:22Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 7187
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0064597",
"timestamp": "2026-04-02T03:56:37Z",
"trace_id": "15eb85c0-44e5-4967-8b50-b2d38e9a86b3",
"weighted_score": 15.23
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.977,
"engine": "nemesis_planner",
"mcts_branches": 620,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.673,
"latency_ms": 481,
"node_provider": "Azure_Sentinel",
"noise_level_db": 31
},
"timestamp": "2026-04-02T03:56:37Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.23,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 3968
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | stealth_maintained |
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