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": "stealth_maintained",
"id": "NEMESIS-0985429",
"timestamp": "2026-04-12T19:43:49Z",
"trace_id": "03510b1c-8d28-4c82-9867-e3803db27441",
"weighted_score": 76.8
} | {
"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": 0.84,
"engine": "nemesis_planner",
"mcts_branches": 269,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.755,
"latency_ms": 330,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-12T19:43:49Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.84,
"total_execution_ms": 4008
} | {
"fitness_score_update": 0.29,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2352775",
"timestamp": "2026-04-28T15:32:55Z",
"trace_id": "21975c71-f048-4314-801d-53e5cd7f777c",
"weighted_score": 11.53
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.791,
"engine": "nemesis_planner",
"mcts_branches": 388,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.491,
"latency_ms": 340,
"node_provider": "CloudTrail",
"noise_level_db": 10
},
"timestamp": "2026-04-28T15:32:55Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.2,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 3332
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0355701",
"timestamp": "2026-04-05T12:48:21Z",
"trace_id": "5baf8d74-f95f-45f8-8822-40ca862038f4",
"weighted_score": 63.62
} | {
"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": 0.877,
"engine": "nemesis_planner",
"mcts_branches": 116,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.507,
"latency_ms": 350,
"node_provider": "CrowdStrike",
"noise_level_db": 66
},
"timestamp": "2026-04-05T12:48:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.03,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 7902
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0450679",
"timestamp": "2026-04-06T15:11:19Z",
"trace_id": "0048748b-9092-4b8e-bac8-aea9310b5c35",
"weighted_score": 31.2
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 755,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.351,
"latency_ms": 114,
"node_provider": "CloudTrail",
"noise_level_db": 70
},
"timestamp": "2026-04-06T15:11:19Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.19,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.71,
"total_execution_ms": 9839
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0679926",
"timestamp": "2026-04-09T06:52:06Z",
"trace_id": "2e9d9a82-cf4b-4c01-ab33-7024b275a0e8",
"weighted_score": 43
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 629,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.594,
"latency_ms": 317,
"node_provider": "Local_Syslog",
"noise_level_db": 30
},
"timestamp": "2026-04-09T06:52:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.6,
"total_execution_ms": 6960
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0774511",
"timestamp": "2026-04-10T09:08:31Z",
"trace_id": "1c7343f9-06b5-4c1b-aec5-3f4d173b6f35",
"weighted_score": 95.33
} | {
"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": 0.911,
"engine": "nemesis_planner",
"mcts_branches": 907,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.668,
"latency_ms": 253,
"node_provider": "CrowdStrike",
"noise_level_db": 43
},
"timestamp": "2026-04-10T09:08:31Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 9752
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2113031",
"timestamp": "2026-04-25T20:57:11Z",
"trace_id": "53a97582-ece0-47df-8e47-e82837e1d5d6",
"weighted_score": 31.18
} | {
"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": 0.71,
"engine": "nemesis_planner",
"mcts_branches": 542,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.833,
"latency_ms": 197,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-25T20:57:11Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
"noise_penalty": 0.29,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 7600
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0765094",
"timestamp": "2026-04-10T06:31:34Z",
"trace_id": "61a920f0-0f16-4ba2-83be-96b63247ed83",
"weighted_score": 41.33
} | {
"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": 0.98,
"engine": "nemesis_planner",
"mcts_branches": 587,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.398,
"latency_ms": 396,
"node_provider": "Azure_Sentinel",
"noise_level_db": 52
},
"timestamp": "2026-04-10T06:31:34Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"... | {
"noise_penalty": 0.47,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.49,
"total_execution_ms": 7418
} | {
"fitness_score_update": 0.45,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2449575",
"timestamp": "2026-04-29T18:26:15Z",
"trace_id": "ed1ca9bd-1993-469b-9a3a-63d259cff7b8",
"weighted_score": 64.68
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.955,
"engine": "nemesis_planner",
"mcts_branches": 661,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.305,
"latency_ms": 372,
"node_provider": "Azure_Sentinel",
"noise_level_db": 36
},
"timestamp": "2026-04-29T18:26:15Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
"noise_penalty": 0.24,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.98,
"total_execution_ms": 7182
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1171823",
"timestamp": "2026-04-14T23:30:23Z",
"trace_id": "a9128bfb-31e4-4a46-853f-da23bd002b02",
"weighted_score": 62.7
} | {
"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": 0.764,
"engine": "nemesis_planner",
"mcts_branches": 945,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.298,
"latency_ms": 319,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-14T23:30:23Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.92,
"total_execution_ms": 5592
} | {
"fitness_score_update": 0.31,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1914190",
"timestamp": "2026-04-23T13:43:10Z",
"trace_id": "48d52292-ca55-4628-98d8-0d15e6ba6149",
"weighted_score": 84.42
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.987,
"engine": "nemesis_planner",
"mcts_branches": 118,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.101,
"latency_ms": 273,
"node_provider": "Local_Syslog",
"noise_level_db": 72
},
"timestamp": "2026-04-23T13:43:10Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.02,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 5164
} | {
"fitness_score_update": 0.18,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0613662",
"timestamp": "2026-04-08T12:27:42Z",
"trace_id": "7661cf19-143c-4959-af85-a6eeffd1dad0",
"weighted_score": 11.66
} | {
"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": 0.771,
"engine": "nemesis_planner",
"mcts_branches": 837,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.845,
"latency_ms": 41,
"node_provider": "Azure_Sentinel",
"noise_level_db": 56
},
"timestamp": "2026-04-08T12:27:42Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component... | {
"noise_penalty": 0.28,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.64,
"total_execution_ms": 9949
} | {
"fitness_score_update": 0.37,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0496606",
"timestamp": "2026-04-07T03:56:46Z",
"trace_id": "d491745b-9943-49c0-8f01-a8db19f0058f",
"weighted_score": 41.04
} | {
"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": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 474,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.406,
"latency_ms": 283,
"node_provider": "CloudTrail",
"noise_level_db": 19
},
"timestamp": "2026-04-07T03:56:46Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.79,
"total_execution_ms": 9094
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1765413",
"timestamp": "2026-04-21T20:23:33Z",
"trace_id": "4da108b9-8cb4-4d95-b9c3-26029ad198ce",
"weighted_score": 16
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.749,
"engine": "nemesis_planner",
"mcts_branches": 325,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.599,
"latency_ms": 36,
"node_provider": "CrowdStrike",
"noise_level_db": 10
},
"timestamp": "2026-04-21T20:23:33Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.97,
"total_execution_ms": 3788
} | {
"fitness_score_update": 0.49,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2485721",
"timestamp": "2026-04-30T04:28:41Z",
"trace_id": "4086898e-abf0-462d-8272-1a196d735196",
"weighted_score": 68.27
} | {
"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": 0.829,
"engine": "nemesis_planner",
"mcts_branches": 345,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.951,
"latency_ms": 415,
"node_provider": "Azure_Sentinel",
"noise_level_db": 12
},
"timestamp": "2026-04-30T04:28:41Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.09,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 4186
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0327868",
"timestamp": "2026-04-05T05:04:28Z",
"trace_id": "abdb7ecc-f683-4232-9519-b29b8f1e6a92",
"weighted_score": 83.38
} | {
"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": 0.887,
"engine": "nemesis_planner",
"mcts_branches": 572,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.826,
"latency_ms": 79,
"node_provider": "CloudTrail",
"noise_level_db": 49
},
"timestamp": "2026-04-05T05:04:28Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"componen... | {
"noise_penalty": 0.13,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 6555
} | {
"fitness_score_update": -0.09,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0564159",
"timestamp": "2026-04-07T22:42:39Z",
"trace_id": "cc22bdb6-a96f-4e07-bda6-4092268f4957",
"weighted_score": 69.65
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.838,
"engine": "nemesis_planner",
"mcts_branches": 215,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.885,
"latency_ms": 458,
"node_provider": "CrowdStrike",
"noise_level_db": 60
},
"timestamp": "2026-04-07T22:42:39Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
"noise_penalty": 0.4,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 4871
} | {
"fitness_score_update": 0.24,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1463584",
"timestamp": "2026-04-18T08:33:04Z",
"trace_id": "3b00cfb6-0bf4-4436-9864-7fd8bed57fa7",
"weighted_score": 95.7
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 175,
"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-18T08:33:04Z"
},
{
"action": "LSASS_MEMORY_DUMP",
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1873336",
"timestamp": "2026-04-23T02:22:16Z",
"trace_id": "022f0d55-900e-4ee3-aceb-e90912fc3624",
"weighted_score": 41.73
} | {
"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"
} | {
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"mcts_branches": 263,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-23T02:22:16Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0269444",
"timestamp": "2026-04-04T12:50:44Z",
"trace_id": "27514a7f-b5dc-4297-b61e-9bf79d0dd91a",
"weighted_score": 80.58
} | {
"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": 205,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-04T12:50:44Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-0164359",
"timestamp": "2026-04-03T07:39:19Z",
"trace_id": "36761094-d0fe-48ce-a0e4-38b81d7a35c6",
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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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} | {
"fitness_score_update": 0.15,
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0633757",
"timestamp": "2026-04-08T18:02:37Z",
"trace_id": "0f00d120-c7de-4726-bb85-e64af8473e09",
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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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"engine": "nemesis_planner",
"mcts_branches": 265,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-08T18:02:37Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0876871",
"timestamp": "2026-04-11T13:34:31Z",
"trace_id": "072f3436-3a56-4e05-aa91-a1324dacd5fe",
"weighted_score": 40.85
} | {
"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": 0.775,
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"mcts_branches": 820,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T13:34:31Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1410093",
"timestamp": "2026-04-17T17:41:33Z",
"trace_id": "a06041dd-bbb6-4952-b4e3-a3ca234e7940",
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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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},
"timestamp": "2026-04-17T17:41:33Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0509258",
"timestamp": "2026-04-07T07:27:38Z",
"trace_id": "5cb4e21f-115e-40de-b7ac-2da4692cd849",
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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",
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} | {
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} | [
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},
"timestamp": "2026-04-07T07:27:38Z"
},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0686621",
"timestamp": "2026-04-09T08:43:41Z",
"trace_id": "f1baaefe-60bc-4769-848f-70f1fd30785c",
"weighted_score": 63.78
} | {
"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": 473,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-09T08:43:41Z"
},
{
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"total_execution_ms": 6444
} | {
"fitness_score_update": 0.22,
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2132327",
"timestamp": "2026-04-26T02:18:47Z",
"trace_id": "1c75aa93-c744-4f4e-a740-58f376a8e787",
"weighted_score": 79.78
} | {
"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"
} | [
{
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},
"timestamp": "2026-04-26T02:18:47Z"
},
{
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"total_execution_ms": 6721
} | {
"fitness_score_update": 0.4,
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} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1043784",
"timestamp": "2026-04-13T11:56:24Z",
"trace_id": "130f5872-3985-4feb-b1a6-958e41880e1a",
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} | {
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"chain": "ubuntu-22.04",
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"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-13T11:56:24Z"
},
{
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"total_execution_ms": 2641
} | {
"fitness_score_update": -0.02,
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2129355",
"timestamp": "2026-04-26T01:29:15Z",
"trace_id": "17f965eb-71df-4106-8389-6778c664984f",
"weighted_score": 78.75
} | {
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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"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-26T01:29:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 5629
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1049689",
"timestamp": "2026-04-13T13:34:49Z",
"trace_id": "638555a5-7b36-4088-a3a2-5d4be0c96b40",
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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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},
"timestamp": "2026-04-13T13:34:49Z"
},
{
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} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0593460",
"timestamp": "2026-04-08T06:51:00Z",
"trace_id": "d49e136e-bc57-4595-a9b5-3d1c1295399f",
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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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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-08T06:51:00Z"
},
{
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"... | {
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"total_execution_ms": 5967
} | {
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} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0147484",
"timestamp": "2026-04-03T02:58:04Z",
"trace_id": "df332a32-ad7e-4c50-abfc-609a924f5afe",
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} | {
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"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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},
"timestamp": "2026-04-03T02:58:04Z"
},
{
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"total_execution_ms": 2579
} | {
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"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1204621",
"timestamp": "2026-04-15T08:37:01Z",
"trace_id": "57b117b5-bb93-446f-a264-e4e21dc4317c",
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} | {
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"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-15T08:37:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
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"total_execution_ms": 4599
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-0527412",
"timestamp": "2026-04-07T12:30:12Z",
"trace_id": "6d8d487a-1eaf-453b-9cc5-1cb3484935fb",
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} | {
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-07T12:30:12Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2357830",
"timestamp": "2026-04-28T16:57:10Z",
"trace_id": "6c20e1bc-86cc-4830-9851-6cb34b78b6c0",
"weighted_score": 42.43
} | {
"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": 0.983,
"engine": "nemesis_planner",
"mcts_branches": 881,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
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"node_provider": "Azure_Sentinel",
"noise_level_db": 67
},
"timestamp": "2026-04-28T16:57:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 4687
} | {
"fitness_score_update": 0.41,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1417273",
"timestamp": "2026-04-17T19:41:13Z",
"trace_id": "bcca675f-089a-47f6-a7cf-1985df7c114e",
"weighted_score": 37.43
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.939,
"engine": "nemesis_planner",
"mcts_branches": 535,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
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"noise_level_db": 21
},
"timestamp": "2026-04-17T19:41:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.72,
"total_execution_ms": 1970
} | {
"fitness_score_update": 0.36,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0624028",
"timestamp": "2026-04-08T15:20:28Z",
"trace_id": "ac59cdac-ee47-4951-960d-fb745722be3a",
"weighted_score": 49.49
} | {
"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": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 622,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-08T15:20:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 8885
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0714017",
"timestamp": "2026-04-09T16:20:17Z",
"trace_id": "2eb9838b-3334-4464-9a12-3f02398bf37e",
"weighted_score": 14.3
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 130,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 102,
"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-09T16:20:17Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 8627
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2235880",
"timestamp": "2026-04-27T07:04:40Z",
"trace_id": "59ada6c2-d21c-4dc7-ba3d-3ea55ac712ab",
"weighted_score": 13.79
} | {
"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": 0.973,
"engine": "nemesis_planner",
"mcts_branches": 829,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-27T07:04:40Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compone... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 7549
} | {
"fitness_score_update": 0.21,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0602005",
"timestamp": "2026-04-08T09:13:25Z",
"trace_id": "0f2f4e9b-e124-424a-b168-a346c8da7ea8",
"weighted_score": 32.79
} | {
"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": 0.978,
"engine": "nemesis_planner",
"mcts_branches": 349,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-08T09:13:25Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.86,
"total_execution_ms": 4635
} | {
"fitness_score_update": 0.03,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2431039",
"timestamp": "2026-04-29T13:17:19Z",
"trace_id": "d98b8909-b205-424c-a682-71c4f1157c96",
"weighted_score": 32.8
} | {
"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": 0.746,
"engine": "nemesis_planner",
"mcts_branches": 937,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Local_Syslog",
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},
"timestamp": "2026-04-29T13:17:19Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.75,
"total_execution_ms": 9668
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1947486",
"timestamp": "2026-04-23T22:58:06Z",
"trace_id": "6ddbd7c8-8015-458b-969c-ec172f9b15b2",
"weighted_score": 51.09
} | {
"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": 0.758,
"engine": "nemesis_planner",
"mcts_branches": 343,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-23T22:58:06Z"
},
{
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"componen... | {
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"total_execution_ms": 9560
} | {
"fitness_score_update": 0.5,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2033061",
"timestamp": "2026-04-24T22:44:21Z",
"trace_id": "3970ccb4-dcd7-4996-84a4-a9fd68a07bb6",
"weighted_score": 65.46
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.931,
"engine": "nemesis_planner",
"mcts_branches": 414,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-24T22:44:21Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 4976
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1704266",
"timestamp": "2026-04-21T03:24:26Z",
"trace_id": "d1b729a7-5818-4f2a-9a23-87f3f4c5cb66",
"weighted_score": 85.22
} | {
"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": 0.78,
"engine": "nemesis_planner",
"mcts_branches": 374,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-21T03:24:26Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.85,
"total_execution_ms": 1989
} | {
"fitness_score_update": 0.27,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-2200486",
"timestamp": "2026-04-26T21:14:46Z",
"trace_id": "fd4335f5-ee27-44af-b3a3-c14774944055",
"weighted_score": 93.64
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.847,
"engine": "nemesis_planner",
"mcts_branches": 333,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-26T21:14:46Z"
},
{
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"total_execution_ms": 9360
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1489129",
"timestamp": "2026-04-18T15:38:49Z",
"trace_id": "0d71f762-c072-42e0-840e-79677bfaa695",
"weighted_score": 71.49
} | {
"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": 0.879,
"engine": "nemesis_planner",
"mcts_branches": 231,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-18T15:38:49Z"
},
{
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"c... | {
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"success_rate": 0.48,
"total_execution_ms": 1911
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0824659",
"timestamp": "2026-04-10T23:04:19Z",
"trace_id": "ece80041-4890-4c09-a1aa-5791faf76fb1",
"weighted_score": 65.76
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 743,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-10T23:04:19Z"
},
{
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.95,
"total_execution_ms": 3993
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0858433",
"timestamp": "2026-04-11T08:27:13Z",
"trace_id": "5f16dd74-0861-4da8-9654-6bb15fc24c42",
"weighted_score": 34.34
} | {
"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": 0.82,
"engine": "nemesis_planner",
"mcts_branches": 399,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-11T08:27:13Z"
},
{
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"component"... | {
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"total_execution_ms": 4946
} | {
"fitness_score_update": 0.48,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1366007",
"timestamp": "2026-04-17T05:26:47Z",
"trace_id": "6ab100f1-69ec-4ab6-bef6-e27e7fe0c379",
"weighted_score": 26.54
} | {
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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": "2026-04-17T05:26:47Z"
},
{
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"total_execution_ms": 2664
} | {
"fitness_score_update": -0.02,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2476444",
"timestamp": "2026-04-30T01:54:04Z",
"trace_id": "7debe5e1-0727-42cf-92b7-84f80a3024e4",
"weighted_score": 38.07
} | {
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"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": 315,
"winning_strategy": "Stealth_Escalation"
} | [
{
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},
"timestamp": "2026-04-30T01:54:04Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.77,
"total_execution_ms": 1528
} | {
"fitness_score_update": 0.35,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0015486",
"timestamp": "2026-04-01T14:18:06Z",
"trace_id": "012076d8-bc75-4452-90b8-fb033ab483e5",
"weighted_score": 23.38
} | {
"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"
} | {
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"engine": "nemesis_planner",
"mcts_branches": 810,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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},
"timestamp": "2026-04-01T14:18:06Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"co... | {
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"success_rate": 0.44,
"total_execution_ms": 4781
} | {
"fitness_score_update": 0.22,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1418342",
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"trace_id": "16c3c2f8-a52b-4a49-8488-9291673efe71",
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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",
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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 | {
"decision_outcome": "impact_achieved",
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"trace_id": "5451cce7-6398-4bf9-ad48-471b0799b552",
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} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
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"protocol": "Web-App-Gateway",
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} | {
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} | [
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},
{
"action": "EXPLOIT_SQL_INJECTION",
... | {
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"trace_id": "7bfe6f45-ab7e-4cd1-af63-d3d070f9f8f7",
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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 | {
"decision_outcome": "detected_by_soc",
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"trace_id": "479c5e14-2afb-4b20-988d-41098bce3d5c",
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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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},
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},
{
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} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
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"trace_id": "32d3bdc4-7e50-4197-9c66-e63d58178dec",
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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",
"trigger": "k8s_pod_escape"
} | {
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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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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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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",
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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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} | {
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} | detected_by_soc |
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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} | {
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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": "2026-04-09T09:52:37Z",
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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 | {
"decision_outcome": "impact_achieved",
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} | {
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} | {
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} | [
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"timestamp": "2026-04-18T13:30:38Z"
},
{
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} | {
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} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T20:00:12Z",
"trace_id": "a0627d5d-3ff8-4294-abcf-8f3b10718992",
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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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"timestamp": "2026-04-22T07:20:25Z",
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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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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-15T22:41:17Z",
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} | {
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"protocol": "Web-App-Gateway",
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} | {
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"winning_strategy": "Stealth_Escalation"
} | [
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},
"timestamp": "2026-04-15T22:41:17Z"
},
{
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"timestamp": "2026-04-12T15:53:27Z",
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} | {
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} | {
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} | [
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},
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},
{
"action": "EXPLOIT_SQL_INJECTION",
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} | {
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} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
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"id": "NEMESIS-1242596",
"timestamp": "2026-04-15T19:09:56Z",
"trace_id": "41771eeb-7e31-42f6-b9a6-994552f2a22c",
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} | {
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"chain": "prod-cluster-01",
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"trigger": "k8s_pod_escape"
} | {
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"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-15T19:09:56Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
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"total_execution_ms": 6936
} | {
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} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0238952",
"timestamp": "2026-04-04T04:22:32Z",
"trace_id": "6d76b700-4bbe-474a-97ad-4d6c03cbf596",
"weighted_score": 83.66
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.715,
"engine": "nemesis_planner",
"mcts_branches": 833,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.897,
"latency_ms": 176,
"node_provider": "CrowdStrike",
"noise_level_db": 54
},
"timestamp": "2026-04-04T04:22:32Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compon... | {
"noise_penalty": 0.49,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.43,
"total_execution_ms": 9205
} | {
"fitness_score_update": 0.3,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-2387424",
"timestamp": "2026-04-29T01:10:24Z",
"trace_id": "ad2fed1c-65cc-4c49-8045-3e2ca34e68ca",
"weighted_score": 36.05
} | {
"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": 0.742,
"engine": "nemesis_planner",
"mcts_branches": 454,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.198,
"latency_ms": 336,
"node_provider": "Local_Syslog",
"noise_level_db": 31
},
"timestamp": "2026-04-29T01:10:24Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": ... | {
"noise_penalty": 0.3,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.8,
"total_execution_ms": 5289
} | {
"fitness_score_update": 0.43,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0725489",
"timestamp": "2026-04-09T19:31:29Z",
"trace_id": "efd1c72f-9365-4022-b27b-4196a9433fb7",
"weighted_score": 93.98
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.85,
"engine": "nemesis_planner",
"mcts_branches": 923,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 374,
"node_provider": "CloudTrail",
"noise_level_db": 11
},
"timestamp": "2026-04-09T19:31:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.53,
"total_execution_ms": 3575
} | {
"fitness_score_update": 0.25,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1959246",
"timestamp": "2026-04-24T02:14:06Z",
"trace_id": "a8ee06c8-ea04-45d8-85f1-6bcf9c09d4da",
"weighted_score": 78.73
} | {
"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": 0.979,
"engine": "nemesis_planner",
"mcts_branches": 877,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"telemetry": {
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"node_provider": "CloudTrail",
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},
"timestamp": "2026-04-24T02:14:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.73,
"total_execution_ms": 6376
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1986392",
"timestamp": "2026-04-24T09:46:32Z",
"trace_id": "1f9de66e-7797-4b1c-8ad8-17a74714881b",
"weighted_score": 51.65
} | {
"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": 0.852,
"engine": "nemesis_planner",
"mcts_branches": 447,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_RECON",
"telemetry": {
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"latency_ms": 381,
"node_provider": "CloudTrail",
"noise_level_db": 13
},
"timestamp": "2026-04-24T09:46:32Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.93,
"total_execution_ms": 6471
} | {
"fitness_score_update": 0.42,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2004825",
"timestamp": "2026-04-24T14:53:45Z",
"trace_id": "05af85e6-447c-456f-907f-d4a5f9258bcd",
"weighted_score": 11.28
} | {
"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": 0.772,
"engine": "nemesis_planner",
"mcts_branches": 586,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
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"latency_ms": 323,
"node_provider": "CrowdStrike",
"noise_level_db": 61
},
"timestamp": "2026-04-24T14:53:45Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 8487
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-1420861",
"timestamp": "2026-04-17T20:41:01Z",
"trace_id": "5c5061c0-826b-41ba-a622-316971771103",
"weighted_score": 14.4
} | {
"anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.",
"chain": "us-east-1",
"impacted_asset": "s3_vault",
"protocol": "AWS-Cloud",
"trigger": "iam_policy_modification"
} | {
"confidence_score": 0.87,
"engine": "nemesis_planner",
"mcts_branches": 855,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
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"latency_ms": 451,
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},
"timestamp": "2026-04-17T20:41:01Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.54,
"total_execution_ms": 9283
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1014546",
"timestamp": "2026-04-13T03:49:06Z",
"trace_id": "5017b122-69c8-4717-930e-78e3d00e0055",
"weighted_score": 45.06
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.734,
"engine": "nemesis_planner",
"mcts_branches": 212,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
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"latency_ms": 185,
"node_provider": "CrowdStrike",
"noise_level_db": 62
},
"timestamp": "2026-04-13T03:49:06Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component":... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 7975
} | {
"fitness_score_update": 0.44,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1434329",
"timestamp": "2026-04-18T00:25:29Z",
"trace_id": "1b0944b4-9774-4d45-8a5b-db4515538082",
"weighted_score": 83.12
} | {
"anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.",
"chain": "ubuntu-22.04",
"impacted_asset": "customer_db",
"protocol": "Web-App-Gateway",
"trigger": "unusual_ingress_traffic"
} | {
"confidence_score": 0.79,
"engine": "nemesis_planner",
"mcts_branches": 341,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-18T00:25:29Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.76,
"total_execution_ms": 7395
} | {
"fitness_score_update": 0.19,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1588354",
"timestamp": "2026-04-19T19:12:34Z",
"trace_id": "153e6ae6-ce1c-4300-9d1b-f00986f068c2",
"weighted_score": 72.93
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.768,
"engine": "nemesis_planner",
"mcts_branches": 254,
"winning_strategy": "Stealth_Escalation"
} | [
{
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-19T19:12:34Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 1726
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1458910",
"timestamp": "2026-04-18T07:15:10Z",
"trace_id": "f3ccc584-7c4e-4eb9-9315-0bb4615d60ff",
"weighted_score": 15.07
} | {
"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": 0.811,
"engine": "nemesis_planner",
"mcts_branches": 953,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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},
"timestamp": "2026-04-18T07:15:10Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component": "N... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.96,
"total_execution_ms": 2999
} | {
"fitness_score_update": 0.39,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-0558662",
"timestamp": "2026-04-07T21:11:02Z",
"trace_id": "02fb3549-8b6f-43d0-8ccb-1c71d1c659d0",
"weighted_score": 49.79
} | {
"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": 0.762,
"engine": "nemesis_planner",
"mcts_branches": 546,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
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"node_provider": "Local_Syslog",
"noise_level_db": 17
},
"timestamp": "2026-04-07T21:11:02Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.46,
"total_execution_ms": 8137
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2056868",
"timestamp": "2026-04-25T05:21:08Z",
"trace_id": "d38c3058-fa58-4a33-bae8-361443815738",
"weighted_score": 14.04
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.856,
"engine": "nemesis_planner",
"mcts_branches": 663,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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},
"timestamp": "2026-04-25T05:21:08Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 1011
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-2490313",
"timestamp": "2026-04-30T05:45:13Z",
"trace_id": "82a31c27-3570-4452-87e9-8ab505d19e5f",
"weighted_score": 89.59
} | {
"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": 0.89,
"engine": "nemesis_planner",
"mcts_branches": 403,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-30T05:45:13Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 2165
} | {
"fitness_score_update": 0.32,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0577194",
"timestamp": "2026-04-08T02:19:54Z",
"trace_id": "0f946b84-0537-4fb8-aac5-58cecdc483d0",
"weighted_score": 87.44
} | {
"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": 236,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-08T02:19:54Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"com... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 8389
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0691749",
"timestamp": "2026-04-09T10:09:09Z",
"trace_id": "f3370e9c-949b-469f-a9f3-d48f4679b7a0",
"weighted_score": 47.75
} | {
"anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.",
"chain": "windows-server-2022",
"impacted_asset": "ntds.dit",
"protocol": "Active-Directory",
"trigger": "phishing_attachment_opened"
} | {
"confidence_score": 0.907,
"engine": "nemesis_planner",
"mcts_branches": 963,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "Azure_Sentinel",
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},
"timestamp": "2026-04-09T10:09:09Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"component"... | {
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"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.58,
"total_execution_ms": 6280
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-1720948",
"timestamp": "2026-04-21T08:02:28Z",
"trace_id": "189891a2-3619-4c59-b297-caee77a2fdd4",
"weighted_score": 56.48
} | {
"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": 0.753,
"engine": "nemesis_planner",
"mcts_branches": 851,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
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"node_provider": "CrowdStrike",
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},
"timestamp": "2026-04-21T08:02:28Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compon... | {
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"strategy": "Adaptive_Swarm_Response",
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"total_execution_ms": 1836
} | {
"fitness_score_update": 0.24,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "blocked_by_edr",
"id": "NEMESIS-1454115",
"timestamp": "2026-04-18T05:55:15Z",
"trace_id": "c3cabe47-b86d-4d26-b076-90e95228ed60",
"weighted_score": 11.72
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.976,
"engine": "nemesis_planner",
"mcts_branches": 711,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.547,
"latency_ms": 30,
"node_provider": "Azure_Sentinel",
"noise_level_db": 27
},
"timestamp": "2026-04-18T05:55:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"comp... | {
"noise_penalty": 0.18,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.88,
"total_execution_ms": 8831
} | {
"fitness_score_update": 0.06,
"parameter_drift": "none"
} | blocked_by_edr |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1596545",
"timestamp": "2026-04-19T21:29:05Z",
"trace_id": "86a88561-bd1c-4294-bfe2-526cbed05011",
"weighted_score": 89.71
} | {
"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": 0.765,
"engine": "nemesis_planner",
"mcts_branches": 364,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "USER_DISCOVERY",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.344,
"latency_ms": 412,
"node_provider": "Local_Syslog",
"noise_level_db": 52
},
"timestamp": "2026-04-19T21:29:05Z"
},
{
"action": "LSASS_MEMORY_DUMP",
"compo... | {
"noise_penalty": 0.15,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.99,
"total_execution_ms": 1377
} | {
"fitness_score_update": 0.14,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0385859",
"timestamp": "2026-04-05T21:10:59Z",
"trace_id": "cdf84cb7-c1b2-4845-8e83-ce355f7b9066",
"weighted_score": 27.52
} | {
"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": 0.74,
"engine": "nemesis_planner",
"mcts_branches": 447,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.522,
"latency_ms": 25,
"node_provider": "CloudTrail",
"noise_level_db": 67
},
"timestamp": "2026-04-05T21:10:59Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"c... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.68,
"total_execution_ms": 3971
} | {
"fitness_score_update": -0.01,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-2324208",
"timestamp": "2026-04-28T07:36:48Z",
"trace_id": "21584dbd-b353-4a51-88af-da0f551fa5b3",
"weighted_score": 43.22
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 480,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.857,
"latency_ms": 79,
"node_provider": "CrowdStrike",
"noise_level_db": 17
},
"timestamp": "2026-04-28T07:36:48Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"... | {
"noise_penalty": 0.34,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.42,
"total_execution_ms": 9561
} | {
"fitness_score_update": 0.4,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1006833",
"timestamp": "2026-04-13T01:40:33Z",
"trace_id": "60fb5632-d3b3-4145-8c5d-d6579a609e5d",
"weighted_score": 91.48
} | {
"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": 0.901,
"engine": "nemesis_planner",
"mcts_branches": 363,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.331,
"latency_ms": 92,
"node_provider": "CloudTrail",
"noise_level_db": 73
},
"timestamp": "2026-04-13T01:40:33Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"component... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.91,
"total_execution_ms": 9190
} | {
"fitness_score_update": -0.06,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0026030",
"timestamp": "2026-04-01T17:13:50Z",
"trace_id": "c6d00b55-e950-4d6c-9028-40930f8417d0",
"weighted_score": 79.33
} | {
"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": 0.888,
"engine": "nemesis_planner",
"mcts_branches": 256,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.55,
"latency_ms": 205,
"node_provider": "CrowdStrike",
"noise_level_db": 25
},
"timestamp": "2026-04-01T17:13:50Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"compon... | {
"noise_penalty": 0.48,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.69,
"total_execution_ms": 7794
} | {
"fitness_score_update": 0.08,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0006625",
"timestamp": "2026-04-01T11:50:25Z",
"trace_id": "63e926f8-fcae-49d5-8e73-4cf001669356",
"weighted_score": 79.06
} | {
"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": 0.848,
"engine": "nemesis_planner",
"mcts_branches": 909,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.271,
"latency_ms": 205,
"node_provider": "Azure_Sentinel",
"noise_level_db": 58
},
"timestamp": "2026-04-01T11:50:25Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.08,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.94,
"total_execution_ms": 6962
} | {
"fitness_score_update": 0.38,
"parameter_drift": "none"
} | detected_by_soc |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-1725548",
"timestamp": "2026-04-21T09:19:08Z",
"trace_id": "856706dd-18d6-4909-8edf-9abc737a766a",
"weighted_score": 30.37
} | {
"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": 0.949,
"engine": "nemesis_planner",
"mcts_branches": 920,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.522,
"latency_ms": 214,
"node_provider": "Local_Syslog",
"noise_level_db": 69
},
"timestamp": "2026-04-21T09:19:08Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
"comp... | {
"noise_penalty": 0.07,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.57,
"total_execution_ms": 2183
} | {
"fitness_score_update": -0.03,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0063971",
"timestamp": "2026-04-02T03:46:11Z",
"trace_id": "0ef527b5-377a-4532-b359-e4e8719b2332",
"weighted_score": 97.53
} | {
"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": 0.814,
"engine": "nemesis_planner",
"mcts_branches": 425,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_RECON",
"telemetry": {
"evasion_score": 0.173,
"latency_ms": 82,
"node_provider": "Azure_Sentinel",
"noise_level_db": 65
},
"timestamp": "2026-04-02T03:46:11Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"compone... | {
"noise_penalty": 0.16,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.41,
"total_execution_ms": 9507
} | {
"fitness_score_update": 0.47,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-1985573",
"timestamp": "2026-04-24T09:32:53Z",
"trace_id": "f2d46b97-d51d-40dd-8786-7c478817c998",
"weighted_score": 44.52
} | {
"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": 0.934,
"engine": "nemesis_planner",
"mcts_branches": 967,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.519,
"latency_ms": 497,
"node_provider": "CrowdStrike",
"noise_level_db": 26
},
"timestamp": "2026-04-24T09:32:53Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"co... | {
"noise_penalty": 0.27,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.7,
"total_execution_ms": 5222
} | {
"fitness_score_update": 0.07,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2084535",
"timestamp": "2026-04-25T13:02:15Z",
"trace_id": "3dc792f6-8c47-47b4-b1b0-1b3aaf165e64",
"weighted_score": 76.75
} | {
"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": 0.914,
"engine": "nemesis_planner",
"mcts_branches": 846,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CLOUD_RECON_IAM",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.385,
"latency_ms": 344,
"node_provider": "CloudTrail",
"noise_level_db": 48
},
"timestamp": "2026-04-25T13:02:15Z"
},
{
"action": "PRIV_ESC_POLICY_MUTATION",
... | {
"noise_penalty": 0.38,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.5,
"total_execution_ms": 1777
} | {
"fitness_score_update": -0.05,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "exfiltration_complete",
"id": "NEMESIS-0621074",
"timestamp": "2026-04-08T14:31:14Z",
"trace_id": "6956a36f-739b-45e7-b70d-ed3b95958a10",
"weighted_score": 30.06
} | {
"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": 0.823,
"engine": "nemesis_planner",
"mcts_branches": 778,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_GHOST",
"telemetry": {
"evasion_score": 0.632,
"latency_ms": 499,
"node_provider": "Azure_Sentinel",
"noise_level_db": 35
},
"timestamp": "2026-04-08T14:31:14Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"com... | {
"noise_penalty": 0.21,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.89,
"total_execution_ms": 7624
} | {
"fitness_score_update": 0.05,
"parameter_drift": "none"
} | exfiltration_complete |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "impact_achieved",
"id": "NEMESIS-2435105",
"timestamp": "2026-04-29T14:25:05Z",
"trace_id": "f24386f6-fe25-411a-84db-1cebc14019e5",
"weighted_score": 14.83
} | {
"anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.",
"chain": "prod-cluster-01",
"impacted_asset": "cluster_secrets",
"protocol": "Kubernetes",
"trigger": "k8s_pod_escape"
} | {
"confidence_score": 0.99,
"engine": "nemesis_planner",
"mcts_branches": 697,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.1,
"latency_ms": 239,
"node_provider": "Local_Syslog",
"noise_level_db": 56
},
"timestamp": "2026-04-29T14:25:05Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
"compo... | {
"noise_penalty": 0.11,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.62,
"total_execution_ms": 4427
} | {
"fitness_score_update": 0.15,
"parameter_drift": "none"
} | impact_achieved |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "stealth_maintained",
"id": "NEMESIS-0843423",
"timestamp": "2026-04-11T04:17:03Z",
"trace_id": "dd737a75-e678-4074-b7ba-30a835779289",
"weighted_score": 52.23
} | {
"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": 0.935,
"engine": "nemesis_planner",
"mcts_branches": 946,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "RECON_FUZZ_API",
"component": "NEMESIS_EXPLOIT",
"telemetry": {
"evasion_score": 0.564,
"latency_ms": 363,
"node_provider": "CloudTrail",
"noise_level_db": 59
},
"timestamp": "2026-04-11T04:17:03Z"
},
{
"action": "EXPLOIT_SQL_INJECTION",
"componen... | {
"noise_penalty": 0.42,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.81,
"total_execution_ms": 3693
} | {
"fitness_score_update": 0,
"parameter_drift": "none"
} | stealth_maintained |
1.0.0-nemesis-cyber-sample | {
"decision_outcome": "detected_by_soc",
"id": "NEMESIS-0387855",
"timestamp": "2026-04-05T21:44:15Z",
"trace_id": "de5d1bd8-f108-4c26-8049-be9a587b6334",
"weighted_score": 37.14
} | {
"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": 716,
"winning_strategy": "Stealth_Escalation"
} | [
{
"action": "CONTAINER_RECON",
"component": "NEMESIS_ORCHESTRATOR",
"telemetry": {
"evasion_score": 0.493,
"latency_ms": 265,
"node_provider": "CrowdStrike",
"noise_level_db": 18
},
"timestamp": "2026-04-05T21:44:15Z"
},
{
"action": "ESCAPE_SYSCALL_OVERFLOW",
... | {
"noise_penalty": 0.12,
"strategy": "Adaptive_Swarm_Response",
"success_rate": 0.4,
"total_execution_ms": 3333
} | {
"fitness_score_update": 0.23,
"parameter_drift": "none"
} | detected_by_soc |
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