schema_version string | event dict | risk_context dict | agent_reasoning dict | correlated_telemetry list | execution_summary dict | genetic_optimizer_feedback dict | decision_outcome string |
|---|---|---|---|---|---|---|---|
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0627354",
"timestamp": "2026-04-08T16:15:54Z",
"trace_id": "b2395dba-93a7-49e1-af90-9a713eec28db",
"weighted_score": 29.79
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.953,
"engine": "nemesis_planner",
"mcts_branches": 514,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.524,
"latency_ms": 62,
"node_provider": "Local_Syslog",
"noise_level_db": 36
},
"timestamp": "2026-04-08T16:15:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 4228
} | {
"fitness_score_update": -0.08,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2156368",
"timestamp": "2026-04-26T08:59:28Z",
"trace_id": "372a1988-970a-452a-8e68-5d8111d0c989",
"weighted_score": 81.67
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 714,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.858,
"latency_ms": 476,
"node_provider": "CrowdStrike",
"noise_level_db": 19
},
"timestamp": "2026-04-26T08:59:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 8665
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2079008",
"timestamp": "2026-04-25T11:30:08Z",
"trace_id": "1dbab51e-c568-4162-9e21-2fde761ca360",
"weighted_score": 90.96
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 220,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.852,
"latency_ms": 237,
"node_provider": "Local_Syslog",
"noise_level_db": 39
},
"timestamp": "2026-04-25T11:30:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.47,
"total_execution_ms": 1556
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1106552",
"timestamp": "2026-04-14T05:22:32Z",
"trace_id": "29c402ef-4b1c-4a30-abab-ac95bc51d9fb",
"weighted_score": 66.01
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.719,
"engine": "nemesis_planner",
"mcts_branches": 966,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.758,
"latency_ms": 499,
"node_provider": "Azure_Sentinel",
"noise_level_db": 64
},
"timestamp": "2026-04-14T05:22:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 3923
} | {
"fitness_score_update": 0.12,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1682914",
"timestamp": "2026-04-20T21:28:34Z",
"trace_id": "655266fb-7902-4293-83f9-cc62985f1301",
"weighted_score": 75.31
} | {
"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": 0.755,
"engine": "nemesis_planner",
"mcts_branches": 796,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.984,
"latency_ms": 92,
"node_provider": "Azure_Sentinel",
"noise_level_db": 49
},
"timestamp": "2026-04-20T21:28:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 2891
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1761466",
"timestamp": "2026-04-21T19:17:46Z",
"trace_id": "01226408-f07d-42d5-a118-a4a83c5ba9f2",
"weighted_score": 74.55
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 411,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.813,
"latency_ms": 451,
"node_provider": "Azure_Sentinel",
"noise_level_db": 24
},
"timestamp": "2026-04-21T19:17:46Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
"noise_penalty": 0.32,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 3299
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0827703",
"timestamp": "2026-04-10T23:55:03Z",
"trace_id": "41711bdf-fc48-4219-8fe0-d5b5d98ffc78",
"weighted_score": 44.89
} | {
"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": 0.956,
"engine": "nemesis_planner",
"mcts_branches": 893,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.673,
"latency_ms": 441,
"node_provider": "CrowdStrike",
"noise_level_db": 36
},
"timestamp": "2026-04-10T23:55:03Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.35,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 8825
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1271056",
"timestamp": "2026-04-16T03:04:16Z",
"trace_id": "ec5918f0-ce88-4161-90c3-e0f09dd18b05",
"weighted_score": 72.6
} | {
"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": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 566,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.343,
"latency_ms": 157,
"node_provider": "CrowdStrike",
"noise_level_db": 40
},
"timestamp": "2026-04-16T03:04:16Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 2403
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1718434",
"timestamp": "2026-04-21T07:20:34Z",
"trace_id": "83842a09-7ffc-4b0f-82c0-3f218f297366",
"weighted_score": 88.39
} | {
"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": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.311,
"latency_ms": 112,
"node_provider": "CloudTrail",
"noise_level_db": 46
},
"timestamp": "2026-04-21T07:20:34Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.01,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 5368
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1752924",
"timestamp": "2026-04-21T16:55:24Z",
"trace_id": "c9808713-f587-4014-828c-9ddd7a367343",
"weighted_score": 39.89
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 930,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.967,
"latency_ms": 439,
"node_provider": "CloudTrail",
"noise_level_db": 58
},
"timestamp": "2026-04-21T16:55:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 4780
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0186508",
"timestamp": "2026-04-03T13:48:28Z",
"trace_id": "3618b450-32f4-4996-8cac-52e3aec77818",
"weighted_score": 93.73
} | {
"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": 0.981,
"engine": "nemesis_planner",
"mcts_branches": 242,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.296,
"latency_ms": 372,
"node_provider": "CloudTrail",
"noise_level_db": 58
},
"timestamp": "2026-04-03T13:48:28Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.43,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 4144
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1517053",
"timestamp": "2026-04-18T23:24:13Z",
"trace_id": "6599c9be-5caf-4c1d-b8ab-72708a74d486",
"weighted_score": 38.51
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.99,
"engine": "nemesis_planner",
"mcts_branches": 161,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.481,
"latency_ms": 170,
"node_provider": "Local_Syslog",
"noise_level_db": 62
},
"timestamp": "2026-04-18T23:24:13Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"c... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 5764
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1630096",
"timestamp": "2026-04-20T06:48:16Z",
"trace_id": "de8426a5-7ffb-49e0-8b08-baafebc23290",
"weighted_score": 88.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.859,
"engine": "nemesis_planner",
"mcts_branches": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.801,
"latency_ms": 330,
"node_provider": "CloudTrail",
"noise_level_db": 43
},
"timestamp": "2026-04-20T06:48:16Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.82,
"total_execution_ms": 9435
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1780878",
"timestamp": "2026-04-22T00:41:18Z",
"trace_id": "8efcb89d-36d9-4d5d-ac11-67313f773dcf",
"weighted_score": 94.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.75,
"engine": "nemesis_planner",
"mcts_branches": 335,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.908,
"latency_ms": 276,
"node_provider": "CloudTrail",
"noise_level_db": 72
},
"timestamp": "2026-04-22T00:41:18Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 3242
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0785683",
"timestamp": "2026-04-10T12:14:43Z",
"trace_id": "1be40fad-05b8-4b58-9902-195043658a9c",
"weighted_score": 57.21
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 749,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.638,
"latency_ms": 128,
"node_provider": "Local_Syslog",
"noise_level_db": 18
},
"timestamp": "2026-04-10T12:14:43Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7731
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0706103",
"timestamp": "2026-04-09T14:08:23Z",
"trace_id": "458f699b-d6d3-4470-9bc7-87ba2ca69685",
"weighted_score": 52.28
} | {
"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": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 837,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.18,
"latency_ms": 91,
"node_provider": "Local_Syslog",
"noise_level_db": 71
},
"timestamp": "2026-04-09T14:08:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 4253
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0822418",
"timestamp": "2026-04-10T22:26:58Z",
"trace_id": "f4425cb7-5e1c-4113-bc2a-4c05ffe64eb5",
"weighted_score": 63.62
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.902,
"engine": "nemesis_planner",
"mcts_branches": 725,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.422,
"latency_ms": 40,
"node_provider": "CrowdStrike",
"noise_level_db": 18
},
"timestamp": "2026-04-10T22:26:58Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.44,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.45,
"total_execution_ms": 8433
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2135610",
"timestamp": "2026-04-26T03:13:30Z",
"trace_id": "a5c89d02-4504-4eb8-b1b7-ab34e9172105",
"weighted_score": 98.98
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 647,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-26T03:13:30Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.49,
"total_execution_ms": 8164
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0724993",
"timestamp": "2026-04-09T19:23:13Z",
"trace_id": "a6f3179e-5ca6-4352-b611-a5bd8aa928fc",
"weighted_score": 45.44
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.857,
"engine": "nemesis_planner",
"mcts_branches": 922,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-09T19:23:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 6040
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2318594",
"timestamp": "2026-04-28T06:03:14Z",
"trace_id": "c50121dd-bb6d-41ef-bfcb-323e0d8bb79d",
"weighted_score": 96.38
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 288,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 65
},
"timestamp": "2026-04-28T06:03:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
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"success_rate": 0.5,
"total_execution_ms": 2050
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0266570",
"timestamp": "2026-04-04T12:02:50Z",
"trace_id": "74ae664a-85ff-4f1b-8e18-a8768f669689",
"weighted_score": 72.52
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.748,
"engine": "nemesis_planner",
"mcts_branches": 310,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-04T12:02:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 4098
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0093367",
"timestamp": "2026-04-02T11:56:07Z",
"trace_id": "405f55ce-26d0-4691-9495-5e8c051b9917",
"weighted_score": 73.34
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 166,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-02T11:56:07Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 8114
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0191211",
"timestamp": "2026-04-03T15:06:51Z",
"trace_id": "094b0800-a086-4211-bd7f-f941ce8a3710",
"weighted_score": 83
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.747,
"engine": "nemesis_planner",
"mcts_branches": 257,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-03T15:06:51Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 3880
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2450629",
"timestamp": "2026-04-29T18:43:49Z",
"trace_id": "3bf0db50-8c6a-4bcc-9f8f-2cdbc91ef584",
"weighted_score": 72.84
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.812,
"engine": "nemesis_planner",
"mcts_branches": 585,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-29T18:43:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"total_execution_ms": 3482
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1198189",
"timestamp": "2026-04-15T06:49:49Z",
"trace_id": "40b14085-e628-4902-b7a2-df62e0d8761d",
"weighted_score": 41.82
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.739,
"engine": "nemesis_planner",
"mcts_branches": 144,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-15T06:49:49Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"success_rate": 0.76,
"total_execution_ms": 9556
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0684194",
"timestamp": "2026-04-09T08:03:14Z",
"trace_id": "11ad2a16-cb99-4070-8bf6-32554b46e310",
"weighted_score": 79.73
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.707,
"engine": "nemesis_planner",
"mcts_branches": 894,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-09T08:03:14Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 4717
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1723956",
"timestamp": "2026-04-21T08:52:36Z",
"trace_id": "46b9d517-1305-46a8-9cbc-edccff09279f",
"weighted_score": 19.74
} | {
"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": 0.81,
"engine": "nemesis_planner",
"mcts_branches": 471,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-21T08:52:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 5473
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2022655",
"timestamp": "2026-04-24T19:50:55Z",
"trace_id": "5f6dba03-5506-4b8c-a410-797bcaf12955",
"weighted_score": 46.33
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.923,
"engine": "nemesis_planner",
"mcts_branches": 615,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-24T19:50:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"success_rate": 0.49,
"total_execution_ms": 7286
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2291029",
"timestamp": "2026-04-27T22:23:49Z",
"trace_id": "ee3fec1f-9fe1-49dd-9f62-6adc429f05ed",
"weighted_score": 83.39
} | {
"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": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 520,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-27T22:23:49Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.85,
"total_execution_ms": 7932
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0985285",
"timestamp": "2026-04-12T19:41:25Z",
"trace_id": "c9fdbad1-4294-48ad-abcb-52f422fb9e2e",
"weighted_score": 43.33
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 133,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-12T19:41:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.62,
"total_execution_ms": 4192
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0132701",
"timestamp": "2026-04-02T22:51:41Z",
"trace_id": "d6f2e0d8-aeeb-4b84-b5c6-eec93a0ee81f",
"weighted_score": 37.67
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.892,
"engine": "nemesis_planner",
"mcts_branches": 924,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-02T22:51:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"success_rate": 0.48,
"total_execution_ms": 3843
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0767688",
"timestamp": "2026-04-10T07:14:48Z",
"trace_id": "489a4683-6cee-4a0c-904a-63c928c7f8f0",
"weighted_score": 25.25
} | {
"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": 0.874,
"engine": "nemesis_planner",
"mcts_branches": 999,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-10T07:14:48Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3723
} | {
"fitness_score_update": 0.19,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1805238",
"timestamp": "2026-04-22T07:27:18Z",
"trace_id": "78d67bc8-03fd-456a-9e04-7df020f50811",
"weighted_score": 62.88
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-22T07:27:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3531
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0649418",
"timestamp": "2026-04-08T22:23:38Z",
"trace_id": "b230a105-f39b-4ede-99de-00a53ce39d0b",
"weighted_score": 24.26
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 651,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T22:23:38Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1168241",
"timestamp": "2026-04-14T22:30:41Z",
"trace_id": "1a546e5e-bb31-464c-afff-e41a491c4545",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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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 | {
"decision_outcome": "blocked_by_edr",
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"timestamp": "2026-04-08T03:18:28Z",
"trace_id": "5b52b58d-f700-4a09-bb60-d574b56f61f8",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
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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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"timestamp": "2026-04-30T00:49:27Z",
"trace_id": "4e9a8dd6-747d-40d7-8512-3d3793d559b4",
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} | {
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"chain": "us-east-1",
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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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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
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} | {
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} | [
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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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"trace_id": "2c029f7d-48b6-4c3a-a220-a8be76fb1142",
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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": "2026-04-26T10:03:36Z",
"trace_id": "7fb3fd7e-732b-45f2-8ce8-dc9a78abfc0f",
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} | {
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"chain": "windows-server-2022",
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"protocol": "Active-Directory",
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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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"timestamp": "2026-04-16T22:36:33Z",
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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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} | {
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} | {
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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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} | {
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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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} | {
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} | {
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} | [
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},
{
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} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "b3aec601-399c-4004-8a58-c1153c06dc4b",
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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": "2026-04-09T07:08:17Z",
"trace_id": "05a5982c-5cbd-4f8a-b00a-7608438db8a3",
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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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} | {
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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": "2026-04-22T22:09:44Z",
"trace_id": "57c7d8de-c644-4209-bc1e-1367b6202211",
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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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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-19T04:05:14Z",
"trace_id": "22f9c399-5bc3-4ad9-b214-11134ce516ae",
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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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} | {
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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": "2026-04-17T10:00:34Z",
"trace_id": "3b671cd5-d958-4758-8712-2299396db204",
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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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"total_execution_ms": 6072
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0833241",
"timestamp": "2026-04-11T01:27:21Z",
"trace_id": "b7fbc267-b1c2-4312-9566-a3222e654ee3",
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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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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7570
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0311927",
"timestamp": "2026-04-05T00:38:47Z",
"trace_id": "889e1436-b9de-4d71-bbad-98462e4e0228",
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} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
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"total_execution_ms": 2325
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1916325",
"timestamp": "2026-04-23T14:18:45Z",
"trace_id": "7e5eb1a0-d252-4fbf-bd63-aefa1b89f535",
"weighted_score": 31.19
} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
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"total_execution_ms": 1116
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1705892",
"timestamp": "2026-04-21T03:51:32Z",
"trace_id": "d8618ec3-0bd1-4332-bfbe-494c6125a179",
"weighted_score": 56.44
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-21T03:51:32Z"
},
{
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"total_execution_ms": 8924
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1535764",
"timestamp": "2026-04-19T04:36:04Z",
"trace_id": "f6fca811-8a9a-4c15-bff1-979c56d08277",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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"total_execution_ms": 7465
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1220302",
"timestamp": "2026-04-15T12:58:22Z",
"trace_id": "5a197a27-318b-4834-8e44-0c518af8d3cd",
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} | {
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"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T12:58:22Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 3629
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0200485",
"timestamp": "2026-04-03T17:41:25Z",
"trace_id": "e7a2b0c3-d77c-4a2a-928f-e1340f93a07a",
"weighted_score": 28.65
} | {
"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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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-03T17:41:25Z"
},
{
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"total_execution_ms": 8228
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1359127",
"timestamp": "2026-04-17T03:32:07Z",
"trace_id": "af705327-73d4-4f84-9441-f5c6553d6740",
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} | {
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} | {
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} | [
{
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},
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},
{
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"total_execution_ms": 9840
} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2113209",
"timestamp": "2026-04-25T21:00:09Z",
"trace_id": "07277118-95be-45c8-896b-0d1c0938e473",
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} | {
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} | {
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} | [
{
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},
"timestamp": "2026-04-25T21:00:09Z"
},
{
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"total_execution_ms": 7549
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1199672",
"timestamp": "2026-04-15T07:14:32Z",
"trace_id": "c613f3be-64d9-494a-852a-c3b065c93c30",
"weighted_score": 60.96
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
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"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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"total_execution_ms": 1058
} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1598669",
"timestamp": "2026-04-19T22:04:29Z",
"trace_id": "ba08667a-1925-4775-b8fa-2ccf3d9a95fd",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T22:04:29Z"
},
{
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... | {
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"total_execution_ms": 6416
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0839350",
"timestamp": "2026-04-11T03:09:10Z",
"trace_id": "9fd02080-4d86-4c6d-9762-d58cfaf2d69b",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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} | [
{
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},
"timestamp": "2026-04-11T03:09:10Z"
},
{
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"total_execution_ms": 9076
} | {
"fitness_score_update": 0.31,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1093824",
"timestamp": "2026-04-14T01:50:24Z",
"trace_id": "6c014edc-7a23-4d9e-8fb3-8732a096dd88",
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} | {
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"chain": "us-east-1",
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"mcts_branches": 631,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-14T01:50:24Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 7249
} | {
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0318102",
"timestamp": "2026-04-05T02:21:42Z",
"trace_id": "48f400f3-f476-44f2-bc73-120cc2a8bb84",
"weighted_score": 17.42
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-05T02:21:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"total_execution_ms": 1658
} | {
"fitness_score_update": 0.13,
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2408687",
"timestamp": "2026-04-29T07:04:47Z",
"trace_id": "7848128d-c54c-46ee-a0ca-9038e73e8783",
"weighted_score": 66.09
} | {
"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"
} | {
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"mcts_branches": 840,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-29T07:04:47Z"
},
{
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"total_execution_ms": 2164
} | {
"fitness_score_update": 0.11,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1061419",
"timestamp": "2026-04-13T16:50:19Z",
"trace_id": "008bc2c4-9635-4a61-b7db-7526517dd0e4",
"weighted_score": 52.09
} | {
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"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-13T16:50:19Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"total_execution_ms": 1763
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1585402",
"timestamp": "2026-04-19T18:23:22Z",
"trace_id": "c1d62fb0-3d01-4627-a7a3-da6e6b6f2d29",
"weighted_score": 74.3
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-19T18:23:22Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.65,
"total_execution_ms": 6484
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0939027",
"timestamp": "2026-04-12T06:50:27Z",
"trace_id": "01d083e6-08a9-4c61-bef8-047ed5ca1452",
"weighted_score": 18.48
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.904,
"engine": "nemesis_planner",
"mcts_branches": 149,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 409,
"node_provider": "CrowdStrike",
"noise_level_db": 60
},
"timestamp": "2026-04-12T06:50:27Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9651
} | {
"fitness_score_update": 0.28,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2069319",
"timestamp": "2026-04-25T08:48:39Z",
"trace_id": "99adb182-5540-4f5b-868a-231a0b0592d1",
"weighted_score": 42.96
} | {
"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": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 434,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
"noise_level_db": 19
},
"timestamp": "2026-04-25T08:48:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 3850
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0860178",
"timestamp": "2026-04-11T08:56:18Z",
"trace_id": "42db34b2-4f1d-41d0-b961-f0d2ee49a4a1",
"weighted_score": 44.12
} | {
"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": 0.712,
"engine": "nemesis_planner",
"mcts_branches": 513,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-11T08:56:18Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 9834
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1083884",
"timestamp": "2026-04-13T23:04:44Z",
"trace_id": "53adcdb7-38d3-4cee-ba42-b6eeb7237e0f",
"weighted_score": 17.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.807,
"engine": "nemesis_planner",
"mcts_branches": 913,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-13T23:04:44Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compone... | {
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"success_rate": 0.63,
"total_execution_ms": 7822
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1106038",
"timestamp": "2026-04-14T05:13:58Z",
"trace_id": "6d231bcc-be3e-4174-9c11-54616c941f0c",
"weighted_score": 99.68
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 662,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-14T05:13:58Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.59,
"total_execution_ms": 5511
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0763950",
"timestamp": "2026-04-10T06:12:30Z",
"trace_id": "42038e7b-2ae9-44d6-a91f-2326854e954c",
"weighted_score": 91.62
} | {
"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": 0.941,
"engine": "nemesis_planner",
"mcts_branches": 832,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T06:12:30Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"success_rate": 0.75,
"total_execution_ms": 3462
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0868178",
"timestamp": "2026-04-11T11:09:38Z",
"trace_id": "0fe5224f-0b30-4599-8473-52a30b1015a6",
"weighted_score": 63.13
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.926,
"engine": "nemesis_planner",
"mcts_branches": 689,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-11T11:09:38Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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"success_rate": 0.69,
"total_execution_ms": 9507
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1212083",
"timestamp": "2026-04-15T10:41:23Z",
"trace_id": "7253ed97-0e8c-4799-b6b9-640be6948dc7",
"weighted_score": 21.7
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.745,
"engine": "nemesis_planner",
"mcts_branches": 610,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-15T10:41:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 8297
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2092092",
"timestamp": "2026-04-25T15:08:12Z",
"trace_id": "0e18dcbc-6e9a-4464-9e7b-3110646e3dda",
"weighted_score": 27.71
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.929,
"engine": "nemesis_planner",
"mcts_branches": 756,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-25T15:08:12Z"
},
{
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"total_execution_ms": 1641
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0339364",
"timestamp": "2026-04-05T08:16:04Z",
"trace_id": "d9457fa9-79ed-44fe-ba9e-06884cc04e27",
"weighted_score": 83.45
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 219,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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},
"timestamp": "2026-04-05T08:16:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 6031
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2142931",
"timestamp": "2026-04-26T05:15:31Z",
"trace_id": "159fd3c5-16d9-4cf0-b809-40aac35f640d",
"weighted_score": 70.74
} | {
"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": 0.846,
"engine": "nemesis_planner",
"mcts_branches": 521,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-26T05:15:31Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.87,
"total_execution_ms": 4310
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2278989",
"timestamp": "2026-04-27T19:03:09Z",
"trace_id": "801cc7bd-3431-4f54-9ae0-5db8ab968227",
"weighted_score": 17.91
} | {
"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": 0.985,
"engine": "nemesis_planner",
"mcts_branches": 239,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 55
},
"timestamp": "2026-04-27T19:03:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"success_rate": 0.89,
"total_execution_ms": 6563
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1467173",
"timestamp": "2026-04-18T09:32:53Z",
"trace_id": "327b778f-c72e-4412-bb91-3c20efea78f1",
"weighted_score": 71.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.743,
"engine": "nemesis_planner",
"mcts_branches": 366,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"noise_level_db": 40
},
"timestamp": "2026-04-18T09:32:53Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7905
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1106663",
"timestamp": "2026-04-14T05:24:23Z",
"trace_id": "f1288dbe-7270-465d-8772-d37d54de8d86",
"weighted_score": 11.22
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.728,
"engine": "nemesis_planner",
"mcts_branches": 886,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-14T05:24:23Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 2344
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0173302",
"timestamp": "2026-04-03T10:08:22Z",
"trace_id": "d8a370a5-c55c-4bfe-b7fa-4cbb0000b19e",
"weighted_score": 57.89
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 352,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"noise_level_db": 68
},
"timestamp": "2026-04-03T10:08:22Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 8664
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0852910",
"timestamp": "2026-04-11T06:55:10Z",
"trace_id": "dd0c8a45-898c-4313-b4f2-106bfe2a74e9",
"weighted_score": 23.77
} | {
"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": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 345,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-11T06:55:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compo... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 3554
} | {
"fitness_score_update": 0.04,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1376019",
"timestamp": "2026-04-17T08:13:39Z",
"trace_id": "bc46bb1f-7e30-4c7c-af2f-85b46d0e3190",
"weighted_score": 60.27
} | {
"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": 0.849,
"engine": "nemesis_planner",
"mcts_branches": 750,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-17T08:13:39Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.45,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.83,
"total_execution_ms": 3953
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0892145",
"timestamp": "2026-04-11T17:49:05Z",
"trace_id": "fe8194d5-640b-465f-9137-555cd72743bf",
"weighted_score": 64.01
} | {
"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": 686,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.443,
"latency_ms": 418,
"node_provider": "CrowdStrike",
"noise_level_db": 56
},
"timestamp": "2026-04-11T17:49:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.46,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3986
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1464303",
"timestamp": "2026-04-18T08:45:03Z",
"trace_id": "41a1ba0d-0e19-46d0-abf1-50efd5e7cff8",
"weighted_score": 91.2
} | {
"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": 0.862,
"engine": "nemesis_planner",
"mcts_branches": 830,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.356,
"latency_ms": 359,
"node_provider": "CloudTrail",
"noise_level_db": 25
},
"timestamp": "2026-04-18T08:45:03Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.05,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.56,
"total_execution_ms": 6852
} | {
"fitness_score_update": 0.46,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1238824",
"timestamp": "2026-04-15T18:07:04Z",
"trace_id": "8ffdd3ad-d05f-4f87-b387-60646b071906",
"weighted_score": 72.31
} | {
"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": 0.708,
"engine": "nemesis_planner",
"mcts_branches": 437,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.168,
"latency_ms": 158,
"node_provider": "Local_Syslog",
"noise_level_db": 24
},
"timestamp": "2026-04-15T18:07:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 5681
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1081955",
"timestamp": "2026-04-13T22:32:35Z",
"trace_id": "4731860f-c1b5-4d31-8748-81b0dc315cbe",
"weighted_score": 15.15
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.798,
"engine": "nemesis_planner",
"mcts_branches": 526,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.223,
"latency_ms": 235,
"node_provider": "Local_Syslog",
"noise_level_db": 64
},
"timestamp": "2026-04-13T22:32:35Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 4190
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0722751",
"timestamp": "2026-04-09T18:45:51Z",
"trace_id": "018e1b5b-57f1-4e90-a888-7088596fc09c",
"weighted_score": 75.85
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.836,
"engine": "nemesis_planner",
"mcts_branches": 890,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.285,
"latency_ms": 447,
"node_provider": "CloudTrail",
"noise_level_db": 54
},
"timestamp": "2026-04-09T18:45:51Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.78,
"total_execution_ms": 6593
} | {
"fitness_score_update": 0.16,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1175356",
"timestamp": "2026-04-15T00:29:16Z",
"trace_id": "b8910c9b-23b6-4838-9c87-9f69f01d3474",
"weighted_score": 60.05
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.897,
"engine": "nemesis_planner",
"mcts_branches": 910,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.28,
"latency_ms": 11,
"node_provider": "CrowdStrike",
"noise_level_db": 57
},
"timestamp": "2026-04-15T00:29:16Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.66,
"total_execution_ms": 6197
} | {
"fitness_score_update": -0.04,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1515445",
"timestamp": "2026-04-18T22:57:25Z",
"trace_id": "f2adef45-c32f-4886-aacd-20dd5630ec26",
"weighted_score": 66.43
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 729,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.862,
"latency_ms": 24,
"node_provider": "CloudTrail",
"noise_level_db": 46
},
"timestamp": "2026-04-18T22:57:25Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.31,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 4118
} | {
"fitness_score_update": 0.26,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2269514",
"timestamp": "2026-04-27T16:25:14Z",
"trace_id": "372e2c58-b158-46d5-8d01-4f6920aa223a",
"weighted_score": 97.76
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.782,
"engine": "nemesis_planner",
"mcts_branches": 858,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.203,
"latency_ms": 290,
"node_provider": "Local_Syslog",
"noise_level_db": 62
},
"timestamp": "2026-04-27T16:25:14Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3552
} | {
"fitness_score_update": -0.07,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0533454",
"timestamp": "2026-04-07T14:10:54Z",
"trace_id": "e0a910ee-5238-42f2-b385-39f3b0ce4c0e",
"weighted_score": 12.67
} | {
"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": 0.968,
"engine": "nemesis_planner",
"mcts_branches": 891,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.104,
"latency_ms": 182,
"node_provider": "CloudTrail",
"noise_level_db": 71
},
"timestamp": "2026-04-07T14:10:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7856
} | {
"fitness_score_update": 0.1,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1397496",
"timestamp": "2026-04-17T14:11:36Z",
"trace_id": "56fc6d87-f977-47af-af07-83d5f329def5",
"weighted_score": 50.37
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.737,
"engine": "nemesis_planner",
"mcts_branches": 841,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.666,
"latency_ms": 324,
"node_provider": "CrowdStrike",
"noise_level_db": 11
},
"timestamp": "2026-04-17T14:11:36Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 3310
} | {
"fitness_score_update": 0.2,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0026380",
"timestamp": "2026-04-01T17:19:40Z",
"trace_id": "48486463-a36f-4786-90bc-e90722efa720",
"weighted_score": 80.36
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.854,
"engine": "nemesis_planner",
"mcts_branches": 536,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.84,
"latency_ms": 292,
"node_provider": "Local_Syslog",
"noise_level_db": 76
},
"timestamp": "2026-04-01T17:19:40Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 2172
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2374326",
"timestamp": "2026-04-28T21:32:06Z",
"trace_id": "5ea9e4b8-785e-4b20-af47-08681149e77f",
"weighted_score": 94
} | {
"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": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 539,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.216,
"latency_ms": 260,
"node_provider": "Local_Syslog",
"noise_level_db": 28
},
"timestamp": "2026-04-28T21:32:06Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.5,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 7484
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1931195",
"timestamp": "2026-04-23T18:26:35Z",
"trace_id": "06df5d46-5420-4767-b9d2-2408bebfe558",
"weighted_score": 51.82
} | {
"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": 0.773,
"engine": "nemesis_planner",
"mcts_branches": 720,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.936,
"latency_ms": 209,
"node_provider": "Local_Syslog",
"noise_level_db": 12
},
"timestamp": "2026-04-23T18:26:35Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.52,
"total_execution_ms": 7215
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2278044",
"timestamp": "2026-04-27T18:47:24Z",
"trace_id": "22a5fe4e-0a3e-4168-aaf4-10c18df7cdb0",
"weighted_score": 52.49
} | {
"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": 0.853,
"engine": "nemesis_planner",
"mcts_branches": 653,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.819,
"latency_ms": 209,
"node_provider": "CrowdStrike",
"noise_level_db": 51
},
"timestamp": "2026-04-27T18:47:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.61,
"total_execution_ms": 1001
} | {
"fitness_score_update": 0.33,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0013810",
"timestamp": "2026-04-01T13:50:10Z",
"trace_id": "0d9b6732-d3d1-4c2e-871f-7c70f0564eb9",
"weighted_score": 49.32
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.95,
"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.825,
"latency_ms": 266,
"node_provider": "CrowdStrike",
"noise_level_db": 39
},
"timestamp": "2026-04-01T13:50:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 7363
} | {
"fitness_score_update": 0.34,
"parameter_drift": "none"
} | exfiltration_complete |
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