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-1106778", "timestamp": "2026-04-14T05:26:18Z", "trace_id": "997c493b-219f-4d1a-97af-162fe1b5a90d", "weighted_score": 64.58 }
{ "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": 0.825, "engine": "nemesis_planner", "mcts_branches": 616, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.677, "latency_ms": 386, "node_provider": "Azure_Sentinel", "noise_level_db": 74 }, "timestamp": "2026-04-14T05:26:18Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.76, "total_execution_ms": 7782 }
{ "fitness_score_update": -0.09, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2048988", "timestamp": "2026-04-25T03:09:48Z", "trace_id": "e3b1a739-9189-4400-b156-eb29a834f98f", "weighted_score": 65.19 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.811, "engine": "nemesis_planner", "mcts_branches": 612, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.552, "latency_ms": 74, "node_provider": "Azure_Sentinel", "noise_level_db": 70 }, "timestamp": "2026-04-25T03:09:48Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "comp...
{ "noise_penalty": 0.27, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.72, "total_execution_ms": 8665 }
{ "fitness_score_update": 0.47, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2178523", "timestamp": "2026-04-26T15:08:43Z", "trace_id": "e7431f47-3d51-42d3-b19b-d7755d48d66d", "weighted_score": 13.51 }
{ "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": 0.962, "engine": "nemesis_planner", "mcts_branches": 584, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.569, "latency_ms": 261, "node_provider": "CrowdStrike", "noise_level_db": 23 }, "timestamp": "2026-04-26T15:08:43Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compone...
{ "noise_penalty": 0.37, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.79, "total_execution_ms": 3797 }
{ "fitness_score_update": 0.35, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1361505", "timestamp": "2026-04-17T04:11:45Z", "trace_id": "5b66d72c-ea91-4617-bfa6-90f65452b9fc", "weighted_score": 99.76 }
{ "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": 0.73, "engine": "nemesis_planner", "mcts_branches": 687, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.559, "latency_ms": 498, "node_provider": "CloudTrail", "noise_level_db": 79 }, "timestamp": "2026-04-17T04:11:45Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.14, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.87, "total_execution_ms": 6615 }
{ "fitness_score_update": 0.48, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0263748", "timestamp": "2026-04-04T11:15:48Z", "trace_id": "c0c9f6db-652b-4b49-b407-5c05159601a9", "weighted_score": 46.39 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.832, "engine": "nemesis_planner", "mcts_branches": 587, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.703, "latency_ms": 207, "node_provider": "Local_Syslog", "noise_level_db": 33 }, "timestamp": "2026-04-04T11:15:48Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.05, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.82, "total_execution_ms": 8955 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2185643", "timestamp": "2026-04-26T17:07:23Z", "trace_id": "ad8fbd4b-9a08-4c15-9cfb-2f20b1e4b497", "weighted_score": 14.73 }
{ "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": 0.831, "engine": "nemesis_planner", "mcts_branches": 477, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.272, "latency_ms": 89, "node_provider": "Azure_Sentinel", "noise_level_db": 64 }, "timestamp": "2026-04-26T17:07:23Z" }, { "action": "LSASS_MEMORY_DUMP", "component":...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.67, "total_execution_ms": 7464 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-2119007", "timestamp": "2026-04-25T22:36:47Z", "trace_id": "c0dc382b-df78-413a-8e52-58a9d7c5f1ea", "weighted_score": 65.6 }
{ "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": 0.938, "engine": "nemesis_planner", "mcts_branches": 882, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.12, "latency_ms": 181, "node_provider": "Local_Syslog", "noise_level_db": 14 }, "timestamp": "2026-04-25T22:36:47Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.2, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.53, "total_execution_ms": 4421 }
{ "fitness_score_update": 0.06, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0920301", "timestamp": "2026-04-12T01:38:21Z", "trace_id": "4d7a84e7-4bac-4647-883a-aa597b2504ac", "weighted_score": 26.05 }
{ "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": 0.738, "engine": "nemesis_planner", "mcts_branches": 387, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.799, "latency_ms": 124, "node_provider": "Local_Syslog", "noise_level_db": 10 }, "timestamp": "2026-04-12T01:38:21Z" }, { "action": "EXPLOIT_SQL_INJECTION", "c...
{ "noise_penalty": 0.28, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.9, "total_execution_ms": 1924 }
{ "fitness_score_update": 0.44, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1288537", "timestamp": "2026-04-16T07:55:37Z", "trace_id": "4599285a-6cfa-48e7-9d7a-c753827fcab2", "weighted_score": 92.87 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.877, "engine": "nemesis_planner", "mcts_branches": 593, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.292, "latency_ms": 268, "node_provider": "CrowdStrike", "noise_level_db": 66 }, "timestamp": "2026-04-16T07:55:37Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.1, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.84, "total_execution_ms": 8667 }
{ "fitness_score_update": 0.39, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0522266", "timestamp": "2026-04-07T11:04:26Z", "trace_id": "14de248d-84cd-404d-9088-fa6a93b746bb", "weighted_score": 26.23 }
{ "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": 0.854, "engine": "nemesis_planner", "mcts_branches": 331, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.467, "latency_ms": 492, "node_provider": "CloudTrail", "noise_level_db": 77 }, "timestamp": "2026-04-07T11:04:26Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0.27, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.92, "total_execution_ms": 4561 }
{ "fitness_score_update": 0, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1880050", "timestamp": "2026-04-23T04:14:10Z", "trace_id": "21d3820a-5c41-4748-9c14-4c9e4ed87095", "weighted_score": 92.75 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.704, "engine": "nemesis_planner", "mcts_branches": 502, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.864, "latency_ms": 76, "node_provider": "Azure_Sentinel", "noise_level_db": 43 }, "timestamp": "2026-04-23T04:14:10Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compone...
{ "noise_penalty": 0.31, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.54, "total_execution_ms": 2738 }
{ "fitness_score_update": 0.43, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0928733", "timestamp": "2026-04-12T03:58:53Z", "trace_id": "f87362ae-f778-4d97-9667-09c6a8f5e5ff", "weighted_score": 92.61 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.947, "engine": "nemesis_planner", "mcts_branches": 574, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.673, "latency_ms": 364, "node_provider": "Azure_Sentinel", "noise_level_db": 65 }, "timestamp": "2026-04-12T03:58:53Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.25, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.45, "total_execution_ms": 2841 }
{ "fitness_score_update": 0.01, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1795561", "timestamp": "2026-04-22T04:46:01Z", "trace_id": "42954550-f189-46b6-8dd7-93ec8ca9327b", "weighted_score": 21.72 }
{ "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": 0.7, "engine": "nemesis_planner", "mcts_branches": 108, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.527, "latency_ms": 256, "node_provider": "Azure_Sentinel", "noise_level_db": 27 }, "timestamp": "2026-04-22T04:46:01Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.26, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.91, "total_execution_ms": 6181 }
{ "fitness_score_update": 0, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1995333", "timestamp": "2026-04-24T12:15:33Z", "trace_id": "e87ffc90-6b97-4716-9e65-36932c34f10d", "weighted_score": 57.31 }
{ "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": 0.732, "engine": "nemesis_planner", "mcts_branches": 581, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.423, "latency_ms": 131, "node_provider": "CloudTrail", "noise_level_db": 13 }, "timestamp": "2026-04-24T12:15:33Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.57, "total_execution_ms": 1222 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1848346", "timestamp": "2026-04-22T19:25:46Z", "trace_id": "026cc085-cc61-49cc-afaa-bffd4ad486af", "weighted_score": 20.17 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.961, "engine": "nemesis_planner", "mcts_branches": 116, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.34, "latency_ms": 260, "node_provider": "CrowdStrike", "noise_level_db": 15 }, "timestamp": "2026-04-22T19:25:46Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.38, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 3280 }
{ "fitness_score_update": 0.33, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0177739", "timestamp": "2026-04-03T11:22:19Z", "trace_id": "46eec1a0-38ef-4c6f-b0a8-333b74753465", "weighted_score": 61.45 }
{ "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" }
{ "confidence_score": 0.979, "engine": "nemesis_planner", "mcts_branches": 340, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.728, "latency_ms": 404, "node_provider": "Local_Syslog", "noise_level_db": 21 }, "timestamp": "2026-04-03T11:22:19Z" }, { "action": "EXPLOIT_SQL_INJECTION", "c...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 8677 }
{ "fitness_score_update": 0.19, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0524630", "timestamp": "2026-04-07T11:43:50Z", "trace_id": "61f96e1e-a6c3-42ce-bd51-fb591519fecf", "weighted_score": 10.75 }
{ "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": 0.754, "engine": "nemesis_planner", "mcts_branches": 673, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.621, "latency_ms": 362, "node_provider": "CrowdStrike", "noise_level_db": 63 }, "timestamp": "2026-04-07T11:43:50Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.01, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.68, "total_execution_ms": 9202 }
{ "fitness_score_update": 0.36, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-2428862", "timestamp": "2026-04-29T12:41:02Z", "trace_id": "9615cca5-b5cc-48b7-b2f9-cf7200ad8209", "weighted_score": 51.07 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.937, "engine": "nemesis_planner", "mcts_branches": 773, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.379, "latency_ms": 379, "node_provider": "CrowdStrike", "noise_level_db": 49 }, "timestamp": "2026-04-29T12:41:02Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.48, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 1519 }
{ "fitness_score_update": 0.24, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0309604", "timestamp": "2026-04-05T00:00:04Z", "trace_id": "e8a94fa6-d072-4338-a141-e90699d572c5", "weighted_score": 60.04 }
{ "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": 0.801, "engine": "nemesis_planner", "mcts_branches": 546, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.516, "latency_ms": 323, "node_provider": "Local_Syslog", "noise_level_db": 73 }, "timestamp": "2026-04-05T00:00:04Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 3656 }
{ "fitness_score_update": 0.07, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1288769", "timestamp": "2026-04-16T07:59:29Z", "trace_id": "481068ad-0cf0-4144-97af-cca63b8519a3", "weighted_score": 58.17 }
{ "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": 0.811, "engine": "nemesis_planner", "mcts_branches": 691, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.43, "latency_ms": 381, "node_provider": "Local_Syslog", "noise_level_db": 34 }, "timestamp": "2026-04-16T07:59:29Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.47, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.83, "total_execution_ms": 3404 }
{ "fitness_score_update": -0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1623806", "timestamp": "2026-04-20T05:03:26Z", "trace_id": "70e5c9d9-3db0-4cdb-b090-2bedbe5204b5", "weighted_score": 60.77 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.782, "engine": "nemesis_planner", "mcts_branches": 705, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.494, "latency_ms": 421, "node_provider": "CloudTrail", "noise_level_db": 38 }, "timestamp": "2026-04-20T05:03:26Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.94, "total_execution_ms": 2895 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-2292620", "timestamp": "2026-04-27T22:50:20Z", "trace_id": "19128323-5368-4ac1-b0db-fda13c89fa99", "weighted_score": 10.58 }
{ "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": 0.868, "engine": "nemesis_planner", "mcts_branches": 643, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.57, "latency_ms": 255, "node_provider": "CrowdStrike", "noise_level_db": 40 }, "timestamp": "2026-04-27T22:50:20Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "comp...
{ "noise_penalty": 0.48, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.75, "total_execution_ms": 6893 }
{ "fitness_score_update": 0.3, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0015941", "timestamp": "2026-04-01T14:25:41Z", "trace_id": "3fa09a5f-28b7-4ac4-a476-dcda176a7c4c", "weighted_score": 15.12 }
{ "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": 0.779, "engine": "nemesis_planner", "mcts_branches": 518, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.271, "latency_ms": 348, "node_provider": "Azure_Sentinel", "noise_level_db": 40 }, "timestamp": "2026-04-01T14:25:41Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.02, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.94, "total_execution_ms": 9485 }
{ "fitness_score_update": 0.34, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1598257", "timestamp": "2026-04-19T21:57:37Z", "trace_id": "907509c3-a8b7-4d26-89e7-8f1f0b68b1c9", "weighted_score": 35.6 }
{ "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": 0.985, "engine": "nemesis_planner", "mcts_branches": 190, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.715, "latency_ms": 276, "node_provider": "Local_Syslog", "noise_level_db": 12 }, "timestamp": "2026-04-19T21:57:37Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.8, "total_execution_ms": 3951 }
{ "fitness_score_update": 0.03, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1214139", "timestamp": "2026-04-15T11:15:39Z", "trace_id": "230f885c-9830-46b6-98ad-58dc508a401a", "weighted_score": 19.49 }
{ "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": 0.834, "engine": "nemesis_planner", "mcts_branches": 419, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.935, "latency_ms": 370, "node_provider": "CloudTrail", "noise_level_db": 70 }, "timestamp": "2026-04-15T11:15:39Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "...
{ "noise_penalty": 0.2, "strategy": "Adaptive_Swarm_Response", "success_rate": 1, "total_execution_ms": 4056 }
{ "fitness_score_update": 0.5, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1625127", "timestamp": "2026-04-20T05:25:27Z", "trace_id": "4fa4ae0b-f9b6-4ea4-a95a-91999c9fa742", "weighted_score": 22.13 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.841, "engine": "nemesis_planner", "mcts_branches": 970, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.498, "latency_ms": 50, "node_provider": "CloudTrail", "noise_level_db": 55 }, "timestamp": "2026-04-20T05:25:27Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "c...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.68, "total_execution_ms": 1349 }
{ "fitness_score_update": 0.04, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2359636", "timestamp": "2026-04-28T17:27:16Z", "trace_id": "a8368522-cabe-4c31-8c38-ca4944379fc9", "weighted_score": 36.71 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.923, "engine": "nemesis_planner", "mcts_branches": 161, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.465, "latency_ms": 255, "node_provider": "CloudTrail", "noise_level_db": 47 }, "timestamp": "2026-04-28T17:27:16Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.48, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.68, "total_execution_ms": 1933 }
{ "fitness_score_update": 0.09, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2069614", "timestamp": "2026-04-25T08:53:34Z", "trace_id": "92c3d9d8-ef65-4ed7-b4ab-ce610f073a8c", "weighted_score": 53.81 }
{ "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": 0.809, "engine": "nemesis_planner", "mcts_branches": 670, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.353, "latency_ms": 21, "node_provider": "Azure_Sentinel", "noise_level_db": 29 }, "timestamp": "2026-04-25T08:53:34Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "c...
{ "noise_penalty": 0.24, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.88, "total_execution_ms": 5565 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1225248", "timestamp": "2026-04-15T14:20:48Z", "trace_id": "eb6b5251-8f8e-4294-963e-08184f14751e", "weighted_score": 40.36 }
{ "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": 0.863, "engine": "nemesis_planner", "mcts_branches": 628, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.585, "latency_ms": 130, "node_provider": "CloudTrail", "noise_level_db": 19 }, "timestamp": "2026-04-15T14:20:48Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.3, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.93, "total_execution_ms": 6884 }
{ "fitness_score_update": 0.38, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-2494358", "timestamp": "2026-04-30T06:52:38Z", "trace_id": "6bc55232-731e-4857-8694-63c04d40951b", "weighted_score": 85.02 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.883, "engine": "nemesis_planner", "mcts_branches": 534, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.389, "latency_ms": 169, "node_provider": "CloudTrail", "noise_level_db": 51 }, "timestamp": "2026-04-30T06:52:38Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.17, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.97, "total_execution_ms": 2540 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0743609", "timestamp": "2026-04-10T00:33:29Z", "trace_id": "9e6e5b36-8a4c-4820-a3c0-30efa48bb607", "weighted_score": 82.54 }
{ "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": 0.832, "engine": "nemesis_planner", "mcts_branches": 179, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.674, "latency_ms": 200, "node_provider": "CrowdStrike", "noise_level_db": 47 }, "timestamp": "2026-04-10T00:33:29Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "comp...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.54, "total_execution_ms": 5410 }
{ "fitness_score_update": 0.23, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0424255", "timestamp": "2026-04-06T07:50:55Z", "trace_id": "344921af-28db-4925-8181-861ebf82e8af", "weighted_score": 81.42 }
{ "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": 0.837, "engine": "nemesis_planner", "mcts_branches": 360, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.704, "latency_ms": 47, "node_provider": "Azure_Sentinel", "noise_level_db": 53 }, "timestamp": "2026-04-06T07:50:55Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "com...
{ "noise_penalty": 0.13, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.83, "total_execution_ms": 8200 }
{ "fitness_score_update": 0.43, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-2290244", "timestamp": "2026-04-27T22:10:44Z", "trace_id": "7acca212-f843-4310-8741-35e4796a3cbc", "weighted_score": 91.52 }
{ "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": 0.936, "engine": "nemesis_planner", "mcts_branches": 333, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.226, "latency_ms": 475, "node_provider": "Azure_Sentinel", "noise_level_db": 47 }, "timestamp": "2026-04-27T22:10:44Z" }, { "action": "EXPLOIT_SQL_INJECTION", ...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.55, "total_execution_ms": 4752 }
{ "fitness_score_update": 0.4, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0487266", "timestamp": "2026-04-07T01:21:06Z", "trace_id": "59ca8940-175c-4b94-9be3-223469976b7d", "weighted_score": 58.27 }
{ "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": 0.864, "engine": "nemesis_planner", "mcts_branches": 350, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.705, "latency_ms": 107, "node_provider": "Azure_Sentinel", "noise_level_db": 33 }, "timestamp": "2026-04-07T01:21:06Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.46, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.99, "total_execution_ms": 3378 }
{ "fitness_score_update": 0.14, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-2042146", "timestamp": "2026-04-25T01:15:46Z", "trace_id": "ac3dd63a-7508-4338-81f5-5d021a7dba17", "weighted_score": 96.68 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.96, "engine": "nemesis_planner", "mcts_branches": 331, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.841, "latency_ms": 197, "node_provider": "CrowdStrike", "noise_level_db": 56 }, "timestamp": "2026-04-25T01:15:46Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.19, "strategy": "Adaptive_Swarm_Response", "success_rate": 1, "total_execution_ms": 9245 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1486958", "timestamp": "2026-04-18T15:02:38Z", "trace_id": "9a01497d-541b-4647-8784-31c9744ed62d", "weighted_score": 40.9 }
{ "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": 895, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.896, "latency_ms": 445, "node_provider": "CloudTrail", "noise_level_db": 16 }, "timestamp": "2026-04-18T15:02:38Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.07, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.67, "total_execution_ms": 6636 }
{ "fitness_score_update": 0.07, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1076100", "timestamp": "2026-04-13T20:55:00Z", "trace_id": "cfabb6c3-d8c0-4ac9-988a-11f71b45df69", "weighted_score": 32.3 }
{ "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": 0.926, "engine": "nemesis_planner", "mcts_branches": 320, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.806, "latency_ms": 208, "node_provider": "CrowdStrike", "noise_level_db": 24 }, "timestamp": "2026-04-13T20:55:00Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compone...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 6746 }
{ "fitness_score_update": -0.06, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2088423", "timestamp": "2026-04-25T14:07:03Z", "trace_id": "8fe2a34b-6dc9-4616-8c19-c6c87ab51fc2", "weighted_score": 63.82 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.882, "engine": "nemesis_planner", "mcts_branches": 925, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.353, "latency_ms": 393, "node_provider": "CrowdStrike", "noise_level_db": 27 }, "timestamp": "2026-04-25T14:07:03Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compon...
{ "noise_penalty": 0.22, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.82, "total_execution_ms": 2469 }
{ "fitness_score_update": 0.43, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1106218", "timestamp": "2026-04-14T05:16:58Z", "trace_id": "d5817cbf-c1c3-4309-b806-6ebf82daea91", "weighted_score": 97 }
{ "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": 0.972, "engine": "nemesis_planner", "mcts_branches": 876, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.874, "latency_ms": 252, "node_provider": "Azure_Sentinel", "noise_level_db": 75 }, "timestamp": "2026-04-14T05:16:58Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.03, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.75, "total_execution_ms": 5461 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1135257", "timestamp": "2026-04-14T13:20:57Z", "trace_id": "3c8690b3-32f7-4c5d-8757-da59b5ae2d75", "weighted_score": 86.18 }
{ "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": 405, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.187, "latency_ms": 136, "node_provider": "CloudTrail", "noise_level_db": 41 }, "timestamp": "2026-04-14T13:20:57Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.45, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 3840 }
{ "fitness_score_update": 0.23, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0175156", "timestamp": "2026-04-03T10:39:16Z", "trace_id": "1185f9cb-d3ef-4224-bfe9-955da12279d2", "weighted_score": 52.44 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.98, "engine": "nemesis_planner", "mcts_branches": 838, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.161, "latency_ms": 307, "node_provider": "Local_Syslog", "noise_level_db": 20 }, "timestamp": "2026-04-03T10:39:16Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.44, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.67, "total_execution_ms": 4288 }
{ "fitness_score_update": 0.04, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0709144", "timestamp": "2026-04-09T14:59:04Z", "trace_id": "ddca25d3-141a-4555-919f-969bceaaf93b", "weighted_score": 15.05 }
{ "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": 0.879, "engine": "nemesis_planner", "mcts_branches": 716, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.559, "latency_ms": 301, "node_provider": "Azure_Sentinel", "noise_level_db": 16 }, "timestamp": "2026-04-09T14:59:04Z" }, { "action": "LSASS_MEMORY_DUMP", "component"...
{ "noise_penalty": 0.02, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 3771 }
{ "fitness_score_update": -0.03, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1079505", "timestamp": "2026-04-13T21:51:45Z", "trace_id": "63a9d926-b5a1-471f-ba8a-1527a3932a05", "weighted_score": 79.89 }
{ "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": 0.843, "engine": "nemesis_planner", "mcts_branches": 884, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.746, "latency_ms": 394, "node_provider": "Azure_Sentinel", "noise_level_db": 70 }, "timestamp": "2026-04-13T21:51:45Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "...
{ "noise_penalty": 0.13, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.72, "total_execution_ms": 5407 }
{ "fitness_score_update": 0.5, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2322774", "timestamp": "2026-04-28T07:12:54Z", "trace_id": "bb2ec846-97e8-4b19-b5f8-b8df74a3f3fc", "weighted_score": 80.73 }
{ "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": 0.703, "engine": "nemesis_planner", "mcts_branches": 802, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.569, "latency_ms": 90, "node_provider": "CrowdStrike", "noise_level_db": 22 }, "timestamp": "2026-04-28T07:12:54Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.65, "total_execution_ms": 6007 }
{ "fitness_score_update": -0.02, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1197123", "timestamp": "2026-04-15T06:32:03Z", "trace_id": "4d9af11d-4deb-4306-924a-5eaac2d7a0ae", "weighted_score": 97.45 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.79, "engine": "nemesis_planner", "mcts_branches": 590, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.873, "latency_ms": 326, "node_provider": "CloudTrail", "noise_level_db": 25 }, "timestamp": "2026-04-15T06:32:03Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.24, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.96, "total_execution_ms": 7218 }
{ "fitness_score_update": -0.08, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2229642", "timestamp": "2026-04-27T05:20:42Z", "trace_id": "837ff705-d8cb-4e07-a3a6-fd1ef699fb59", "weighted_score": 33.03 }
{ "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": 0.7, "engine": "nemesis_planner", "mcts_branches": 310, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.249, "latency_ms": 226, "node_provider": "Azure_Sentinel", "noise_level_db": 26 }, "timestamp": "2026-04-27T05:20:42Z" }, { "action": "EXPLOIT_SQL_INJECTION", "comp...
{ "noise_penalty": 0.3, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.43, "total_execution_ms": 6274 }
{ "fitness_score_update": 0.17, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0732564", "timestamp": "2026-04-09T21:29:24Z", "trace_id": "ca5d6892-9f80-4db1-9b57-e7732f481499", "weighted_score": 75.47 }
{ "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": 134, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.595, "latency_ms": 346, "node_provider": "Local_Syslog", "noise_level_db": 50 }, "timestamp": "2026-04-09T21:29:24Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.85, "total_execution_ms": 8096 }
{ "fitness_score_update": 0.43, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2172298", "timestamp": "2026-04-26T13:24:58Z", "trace_id": "99a66241-7a78-4372-be8f-ad6b21ee8851", "weighted_score": 83.32 }
{ "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": 0.949, "engine": "nemesis_planner", "mcts_branches": 399, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.775, "latency_ms": 36, "node_provider": "Local_Syslog", "noise_level_db": 10 }, "timestamp": "2026-04-26T13:24:58Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.05, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.68, "total_execution_ms": 5565 }
{ "fitness_score_update": 0.21, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1826101", "timestamp": "2026-04-22T13:15:01Z", "trace_id": "5efa428c-e518-459d-8646-11262627f9da", "weighted_score": 57.53 }
{ "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": 0.871, "engine": "nemesis_planner", "mcts_branches": 655, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.114, "latency_ms": 29, "node_provider": "CrowdStrike", "noise_level_db": 40 }, "timestamp": "2026-04-22T13:15:01Z" }, { "action": "LSASS_MEMORY_DUMP", "compone...
{ "noise_penalty": 0.36, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.78, "total_execution_ms": 3869 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0242601", "timestamp": "2026-04-04T05:23:21Z", "trace_id": "0cf5020b-3c66-4d41-98a7-ed0c4e5886f3", "weighted_score": 10.04 }
{ "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": 0.706, "engine": "nemesis_planner", "mcts_branches": 674, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.168, "latency_ms": 131, "node_provider": "CloudTrail", "noise_level_db": 22 }, "timestamp": "2026-04-04T05:23:21Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "...
{ "noise_penalty": 0.23, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.62, "total_execution_ms": 3995 }
{ "fitness_score_update": 0.01, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1405412", "timestamp": "2026-04-17T16:23:32Z", "trace_id": "eb1fdb3a-bbef-4f8e-9250-060a5aaa7d68", "weighted_score": 25.61 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.924, "engine": "nemesis_planner", "mcts_branches": 589, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.887, "latency_ms": 496, "node_provider": "CloudTrail", "noise_level_db": 15 }, "timestamp": "2026-04-17T16:23:32Z" }, { "action": "EXPLOIT_SQL_INJECTION", "com...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.61, "total_execution_ms": 5123 }
{ "fitness_score_update": 0.46, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0208501", "timestamp": "2026-04-03T19:55:01Z", "trace_id": "01a4fc5f-331c-4237-9fa9-ea76b2e89c7a", "weighted_score": 62.05 }
{ "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": 0.856, "engine": "nemesis_planner", "mcts_branches": 554, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.313, "latency_ms": 17, "node_provider": "CrowdStrike", "noise_level_db": 22 }, "timestamp": "2026-04-03T19:55:01Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.23, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.98, "total_execution_ms": 3617 }
{ "fitness_score_update": 0.06, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0334687", "timestamp": "2026-04-05T06:58:07Z", "trace_id": "7f19265f-630f-4d84-83c7-a71fcb59dc92", "weighted_score": 40.18 }
{ "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": 0.777, "engine": "nemesis_planner", "mcts_branches": 477, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.255, "latency_ms": 193, "node_provider": "Azure_Sentinel", "noise_level_db": 56 }, "timestamp": "2026-04-05T06:58:07Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.5, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.99, "total_execution_ms": 5152 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0905913", "timestamp": "2026-04-11T21:38:33Z", "trace_id": "e87b96fc-fedc-4c95-9c49-3c9782a3f1dd", "weighted_score": 34.88 }
{ "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": 0.709, "engine": "nemesis_planner", "mcts_branches": 214, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.311, "latency_ms": 444, "node_provider": "Local_Syslog", "noise_level_db": 46 }, "timestamp": "2026-04-11T21:38:33Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.47, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.68, "total_execution_ms": 9579 }
{ "fitness_score_update": -0.03, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1044267", "timestamp": "2026-04-13T12:04:27Z", "trace_id": "d7fd7cc5-f2a5-4066-a28f-70bacb3bc1af", "weighted_score": 89.21 }
{ "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": 0.794, "engine": "nemesis_planner", "mcts_branches": 730, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.441, "latency_ms": 266, "node_provider": "CrowdStrike", "noise_level_db": 68 }, "timestamp": "2026-04-13T12:04:27Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.41, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.85, "total_execution_ms": 3154 }
{ "fitness_score_update": 0.13, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0265304", "timestamp": "2026-04-04T11:41:44Z", "trace_id": "1c270676-0beb-4374-b3ab-12d52d2af217", "weighted_score": 12.26 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.881, "engine": "nemesis_planner", "mcts_branches": 103, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.541, "latency_ms": 261, "node_provider": "CrowdStrike", "noise_level_db": 34 }, "timestamp": "2026-04-04T11:41:44Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.41, "total_execution_ms": 7543 }
{ "fitness_score_update": -0.04, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1442175", "timestamp": "2026-04-18T02:36:15Z", "trace_id": "5b6f5f9a-dfbd-4559-8e17-97c4e8bb7a13", "weighted_score": 29.4 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.915, "engine": "nemesis_planner", "mcts_branches": 780, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.115, "latency_ms": 321, "node_provider": "CloudTrail", "noise_level_db": 25 }, "timestamp": "2026-04-18T02:36:15Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compo...
{ "noise_penalty": 0.16, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.43, "total_execution_ms": 1744 }
{ "fitness_score_update": 0.41, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1236180", "timestamp": "2026-04-15T17:23:00Z", "trace_id": "0c33aa2b-d3c2-4634-9fb3-c06ab0cee59b", "weighted_score": 34.04 }
{ "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": 0.925, "engine": "nemesis_planner", "mcts_branches": 371, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.167, "latency_ms": 49, "node_provider": "CloudTrail", "noise_level_db": 17 }, "timestamp": "2026-04-15T17:23:00Z" }, { "action": "EXPLOIT_SQL_INJECTION", "comp...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.76, "total_execution_ms": 1378 }
{ "fitness_score_update": 0.16, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1876226", "timestamp": "2026-04-23T03:10:26Z", "trace_id": "1ea29d6f-cb8e-4dc2-9f5c-504b1eb67707", "weighted_score": 26.94 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.783, "engine": "nemesis_planner", "mcts_branches": 781, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.736, "latency_ms": 265, "node_provider": "Local_Syslog", "noise_level_db": 60 }, "timestamp": "2026-04-23T03:10:26Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "comp...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.95, "total_execution_ms": 4295 }
{ "fitness_score_update": 0.24, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1981312", "timestamp": "2026-04-24T08:21:52Z", "trace_id": "0b18d459-f360-484f-bbb7-1b0d3e45e7cd", "weighted_score": 89.73 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.775, "engine": "nemesis_planner", "mcts_branches": 755, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.57, "latency_ms": 259, "node_provider": "Azure_Sentinel", "noise_level_db": 22 }, "timestamp": "2026-04-24T08:21:52Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.26, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.66, "total_execution_ms": 2736 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1474392", "timestamp": "2026-04-18T11:33:12Z", "trace_id": "42fb2df6-8e63-410a-b5af-4f2613aa59f5", "weighted_score": 75.88 }
{ "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": 0.963, "engine": "nemesis_planner", "mcts_branches": 422, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.337, "latency_ms": 365, "node_provider": "Azure_Sentinel", "noise_level_db": 75 }, "timestamp": "2026-04-18T11:33:12Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "com...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 1, "total_execution_ms": 1316 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0427769", "timestamp": "2026-04-06T08:49:29Z", "trace_id": "125581de-6dac-41ea-a71c-f65d2c3613d8", "weighted_score": 29.01 }
{ "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": 0.766, "engine": "nemesis_planner", "mcts_branches": 233, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.124, "latency_ms": 52, "node_provider": "CloudTrail", "noise_level_db": 53 }, "timestamp": "2026-04-06T08:49:29Z" }, { "action": "LSASS_MEMORY_DUMP", "componen...
{ "noise_penalty": 0.21, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.45, "total_execution_ms": 8312 }
{ "fitness_score_update": 0.36, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1904288", "timestamp": "2026-04-23T10:58:08Z", "trace_id": "04f422ad-b880-4127-9720-73b6bbd12355", "weighted_score": 62.86 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.917, "engine": "nemesis_planner", "mcts_branches": 441, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.439, "latency_ms": 316, "node_provider": "Local_Syslog", "noise_level_db": 80 }, "timestamp": "2026-04-23T10:58:08Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.37, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.96, "total_execution_ms": 6142 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0304369", "timestamp": "2026-04-04T22:32:49Z", "trace_id": "6685227f-de94-4245-a36d-4e291f18431c", "weighted_score": 44.84 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.985, "engine": "nemesis_planner", "mcts_branches": 723, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.104, "latency_ms": 202, "node_provider": "CrowdStrike", "noise_level_db": 26 }, "timestamp": "2026-04-04T22:32:49Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.78, "total_execution_ms": 2920 }
{ "fitness_score_update": 0.11, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2347856", "timestamp": "2026-04-28T14:10:56Z", "trace_id": "f7b8d0e5-c442-44f6-be86-17b37ee5b109", "weighted_score": 80.06 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.941, "engine": "nemesis_planner", "mcts_branches": 806, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.928, "latency_ms": 42, "node_provider": "Local_Syslog", "noise_level_db": 78 }, "timestamp": "2026-04-28T14:10:56Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.09, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.89, "total_execution_ms": 6612 }
{ "fitness_score_update": 0.33, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0445335", "timestamp": "2026-04-06T13:42:15Z", "trace_id": "3cbe416c-8d4e-4049-8537-2eb916527373", "weighted_score": 71.8 }
{ "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": 0.714, "engine": "nemesis_planner", "mcts_branches": 735, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.463, "latency_ms": 246, "node_provider": "Azure_Sentinel", "noise_level_db": 11 }, "timestamp": "2026-04-06T13:42:15Z" }, { "action": "LSASS_MEMORY_DUMP", "com...
{ "noise_penalty": 0.04, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.66, "total_execution_ms": 4914 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1170773", "timestamp": "2026-04-14T23:12:53Z", "trace_id": "668f1430-a317-49a4-9c5f-03b77185c2e4", "weighted_score": 19.39 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.836, "engine": "nemesis_planner", "mcts_branches": 879, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.55, "latency_ms": 32, "node_provider": "CrowdStrike", "noise_level_db": 38 }, "timestamp": "2026-04-14T23:12:53Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.37, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.97, "total_execution_ms": 1365 }
{ "fitness_score_update": -0.01, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1129435", "timestamp": "2026-04-14T11:43:55Z", "trace_id": "629fb161-3f8d-4c4a-9d94-856136fb21a2", "weighted_score": 18.99 }
{ "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": 0.764, "engine": "nemesis_planner", "mcts_branches": 191, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.949, "latency_ms": 366, "node_provider": "Azure_Sentinel", "noise_level_db": 50 }, "timestamp": "2026-04-14T11:43:55Z" }, { "action": "EXPLOIT_SQL_INJECTION", "comp...
{ "noise_penalty": 0.44, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.83, "total_execution_ms": 2298 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0377379", "timestamp": "2026-04-05T18:49:39Z", "trace_id": "c599e59c-f3d4-4183-b23d-683fe2f258f7", "weighted_score": 66.18 }
{ "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": 0.963, "engine": "nemesis_planner", "mcts_branches": 327, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.467, "latency_ms": 443, "node_provider": "CloudTrail", "noise_level_db": 47 }, "timestamp": "2026-04-05T18:49:39Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.81, "total_execution_ms": 8885 }
{ "fitness_score_update": 0.01, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0140842", "timestamp": "2026-04-03T01:07:22Z", "trace_id": "f9c21139-a1ab-4f72-8d03-255cf1c4ec4c", "weighted_score": 79.91 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.885, "engine": "nemesis_planner", "mcts_branches": 441, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.967, "latency_ms": 97, "node_provider": "Azure_Sentinel", "noise_level_db": 22 }, "timestamp": "2026-04-03T01:07:22Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.34, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.64, "total_execution_ms": 1313 }
{ "fitness_score_update": -0.01, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1257608", "timestamp": "2026-04-15T23:20:08Z", "trace_id": "335a7463-910d-4422-9558-9ab078aaa5d2", "weighted_score": 96.23 }
{ "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": 0.749, "engine": "nemesis_planner", "mcts_branches": 455, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.599, "latency_ms": 264, "node_provider": "Azure_Sentinel", "noise_level_db": 62 }, "timestamp": "2026-04-15T23:20:08Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compon...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.62, "total_execution_ms": 3296 }
{ "fitness_score_update": 0.09, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-1312131", "timestamp": "2026-04-16T14:28:51Z", "trace_id": "a74f8734-dc01-466e-97b9-2d4f00255009", "weighted_score": 72.92 }
{ "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": 0.909, "engine": "nemesis_planner", "mcts_branches": 944, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.431, "latency_ms": 112, "node_provider": "CrowdStrike", "noise_level_db": 17 }, "timestamp": "2026-04-16T14:28:51Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "...
{ "noise_penalty": 0.5, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.5, "total_execution_ms": 6941 }
{ "fitness_score_update": 0.33, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1839957", "timestamp": "2026-04-22T17:05:57Z", "trace_id": "f6773158-4c04-4272-9bd6-0442d37c8995", "weighted_score": 88.41 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.805, "engine": "nemesis_planner", "mcts_branches": 239, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.157, "latency_ms": 396, "node_provider": "Local_Syslog", "noise_level_db": 60 }, "timestamp": "2026-04-22T17:05:57Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.45, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.91, "total_execution_ms": 5065 }
{ "fitness_score_update": 0.34, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-2002829", "timestamp": "2026-04-24T14:20:29Z", "trace_id": "4ffd03a6-e864-42f4-a459-92f567078ebb", "weighted_score": 73.58 }
{ "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" }
{ "confidence_score": 0.97, "engine": "nemesis_planner", "mcts_branches": 678, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.415, "latency_ms": 174, "node_provider": "Azure_Sentinel", "noise_level_db": 41 }, "timestamp": "2026-04-24T14:20:29Z" }, { "action": "LSASS_MEMORY_DUMP", "com...
{ "noise_penalty": 0.22, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.7, "total_execution_ms": 3256 }
{ "fitness_score_update": -0.09, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-2238166", "timestamp": "2026-04-27T07:42:46Z", "trace_id": "edeefdba-f6ed-4148-a5b6-8b310cba0cb5", "weighted_score": 22.1 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.822, "engine": "nemesis_planner", "mcts_branches": 752, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.703, "latency_ms": 26, "node_provider": "CloudTrail", "noise_level_db": 79 }, "timestamp": "2026-04-27T07:42:46Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "...
{ "noise_penalty": 0.04, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.55, "total_execution_ms": 1267 }
{ "fitness_score_update": 0.31, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0757178", "timestamp": "2026-04-10T04:19:38Z", "trace_id": "c76d14b6-6550-48c1-8bec-4b44cda1c8ab", "weighted_score": 31.97 }
{ "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": 0.95, "engine": "nemesis_planner", "mcts_branches": 830, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.405, "latency_ms": 89, "node_provider": "CloudTrail", "noise_level_db": 15 }, "timestamp": "2026-04-10T04:19:38Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component...
{ "noise_penalty": 0.33, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.55, "total_execution_ms": 1393 }
{ "fitness_score_update": -0.09, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0910458", "timestamp": "2026-04-11T22:54:18Z", "trace_id": "c2f4583b-b8fc-4c02-ab57-9df312383b79", "weighted_score": 37.05 }
{ "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": 0.917, "engine": "nemesis_planner", "mcts_branches": 507, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.236, "latency_ms": 292, "node_provider": "CloudTrail", "noise_level_db": 28 }, "timestamp": "2026-04-11T22:54:18Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.14, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.59, "total_execution_ms": 4613 }
{ "fitness_score_update": 0.49, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0193638", "timestamp": "2026-04-03T15:47:18Z", "trace_id": "623acdfe-1a66-4e84-99e1-fdef9fd2f81b", "weighted_score": 14.06 }
{ "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": 0.921, "engine": "nemesis_planner", "mcts_branches": 557, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.904, "latency_ms": 186, "node_provider": "Local_Syslog", "noise_level_db": 33 }, "timestamp": "2026-04-03T15:47:18Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", ...
{ "noise_penalty": 0.06, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.93, "total_execution_ms": 1669 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0256703", "timestamp": "2026-04-04T09:18:23Z", "trace_id": "d5367834-645e-4af1-acbe-74432eb42630", "weighted_score": 10.19 }
{ "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": 0.95, "engine": "nemesis_planner", "mcts_branches": 655, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.275, "latency_ms": 433, "node_provider": "CrowdStrike", "noise_level_db": 33 }, "timestamp": "2026-04-04T09:18:23Z" }, { "action": "EXPLOIT_SQL_INJECTION", "compone...
{ "noise_penalty": 0.18, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.63, "total_execution_ms": 7965 }
{ "fitness_score_update": -0.06, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0812773", "timestamp": "2026-04-10T19:46:13Z", "trace_id": "9ffa4cc1-abfa-46f9-901f-9909b01df828", "weighted_score": 26.34 }
{ "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": 0.942, "engine": "nemesis_planner", "mcts_branches": 782, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.201, "latency_ms": 31, "node_provider": "CrowdStrike", "noise_level_db": 32 }, "timestamp": "2026-04-10T19:46:13Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "N...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.62, "total_execution_ms": 2959 }
{ "fitness_score_update": 0.09, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2346615", "timestamp": "2026-04-28T13:50:15Z", "trace_id": "4e2c0867-cd3c-4572-9750-188b16dbc66e", "weighted_score": 99.37 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.915, "engine": "nemesis_planner", "mcts_branches": 287, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.317, "latency_ms": 218, "node_provider": "CloudTrail", "noise_level_db": 31 }, "timestamp": "2026-04-28T13:50:15Z" }, { "action": "EXPLOIT_SQL_INJECTION", "componen...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.57, "total_execution_ms": 5460 }
{ "fitness_score_update": -0.05, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-2222580", "timestamp": "2026-04-27T03:23:00Z", "trace_id": "8b8d4c43-14bf-4418-9602-e116b0b8b2b2", "weighted_score": 96.45 }
{ "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": 0.903, "engine": "nemesis_planner", "mcts_branches": 836, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.509, "latency_ms": 242, "node_provider": "CrowdStrike", "noise_level_db": 71 }, "timestamp": "2026-04-27T03:23:00Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", ...
{ "noise_penalty": 0.49, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.77, "total_execution_ms": 8917 }
{ "fitness_score_update": 0.41, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0149026", "timestamp": "2026-04-03T03:23:46Z", "trace_id": "ccb09e3f-72ef-4fc1-8ec4-3b67ca134856", "weighted_score": 59.31 }
{ "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": 0.863, "engine": "nemesis_planner", "mcts_branches": 838, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.495, "latency_ms": 278, "node_provider": "Azure_Sentinel", "noise_level_db": 39 }, "timestamp": "2026-04-03T03:23:46Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "c...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.92, "total_execution_ms": 6824 }
{ "fitness_score_update": 0.44, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0598359", "timestamp": "2026-04-08T08:12:39Z", "trace_id": "bee015b2-af9e-437a-bf75-83a4621a4e2b", "weighted_score": 25.71 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.971, "engine": "nemesis_planner", "mcts_branches": 234, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.336, "latency_ms": 391, "node_provider": "Local_Syslog", "noise_level_db": 64 }, "timestamp": "2026-04-08T08:12:39Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.05, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.52, "total_execution_ms": 9984 }
{ "fitness_score_update": 0.32, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1472748", "timestamp": "2026-04-18T11:05:48Z", "trace_id": "17da9f0c-2055-4410-b7da-547c4a6c8df7", "weighted_score": 48.15 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.813, "engine": "nemesis_planner", "mcts_branches": 151, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.691, "latency_ms": 37, "node_provider": "Local_Syslog", "noise_level_db": 77 }, "timestamp": "2026-04-18T11:05:48Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.51, "total_execution_ms": 5999 }
{ "fitness_score_update": 0.47, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-0492389", "timestamp": "2026-04-07T02:46:29Z", "trace_id": "c6d96834-e6cd-4534-b055-f32f0af607b8", "weighted_score": 88.5 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.913, "engine": "nemesis_planner", "mcts_branches": 243, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.516, "latency_ms": 80, "node_provider": "CloudTrail", "noise_level_db": 52 }, "timestamp": "2026-04-07T02:46:29Z" }, { "action": "LSASS_MEMORY_DUMP", "component": "NE...
{ "noise_penalty": 0.4, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.73, "total_execution_ms": 6667 }
{ "fitness_score_update": 0.1, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0912608", "timestamp": "2026-04-11T23:30:08Z", "trace_id": "6ef4f2a3-e734-4c96-aff3-a4b17d390993", "weighted_score": 36.4 }
{ "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": 0.876, "engine": "nemesis_planner", "mcts_branches": 108, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.104, "latency_ms": 76, "node_provider": "Azure_Sentinel", "noise_level_db": 52 }, "timestamp": "2026-04-11T23:30:08Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "com...
{ "noise_penalty": 0.24, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.9, "total_execution_ms": 7137 }
{ "fitness_score_update": 0.02, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0351086", "timestamp": "2026-04-05T11:31:26Z", "trace_id": "3ce406af-cfcc-4114-ad91-ec84e847326d", "weighted_score": 61.31 }
{ "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": 0.727, "engine": "nemesis_planner", "mcts_branches": 930, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_ORCHESTRATOR", "telemetry": { "evasion_score": 0.505, "latency_ms": 471, "node_provider": "CrowdStrike", "noise_level_db": 20 }, "timestamp": "2026-04-05T11:31:26Z" }, { "action": "LSASS_MEMORY_DUMP", "compon...
{ "noise_penalty": 0.33, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.53, "total_execution_ms": 6145 }
{ "fitness_score_update": 0.27, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "detected_by_soc", "id": "NEMESIS-1574032", "timestamp": "2026-04-19T15:13:52Z", "trace_id": "0f7295e3-bca0-46b4-b239-abea9e8262bd", "weighted_score": 41.78 }
{ "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": 0.963, "engine": "nemesis_planner", "mcts_branches": 236, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.613, "latency_ms": 358, "node_provider": "Local_Syslog", "noise_level_db": 35 }, "timestamp": "2026-04-19T15:13:52Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.14, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.84, "total_execution_ms": 6758 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
detected_by_soc
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-2226538", "timestamp": "2026-04-27T04:28:58Z", "trace_id": "6e91ca4d-af90-4156-a427-310de33b93ba", "weighted_score": 27.01 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.88, "engine": "nemesis_planner", "mcts_branches": 358, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.123, "latency_ms": 469, "node_provider": "CrowdStrike", "noise_level_db": 28 }, "timestamp": "2026-04-27T04:28:58Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compo...
{ "noise_penalty": 0.42, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.58, "total_execution_ms": 6961 }
{ "fitness_score_update": 0.28, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1138306", "timestamp": "2026-04-14T14:11:46Z", "trace_id": "c75bf2d0-8c27-4dcb-a1bc-748f82834c62", "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": 0.705, "engine": "nemesis_planner", "mcts_branches": 790, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.882, "latency_ms": 373, "node_provider": "CloudTrail", "noise_level_db": 25 }, "timestamp": "2026-04-14T14:11:46Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "compone...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.5, "total_execution_ms": 2032 }
{ "fitness_score_update": 0.46, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-2370141", "timestamp": "2026-04-28T20:22:21Z", "trace_id": "3ddd3ee6-79d3-4a5c-ac9e-c36b7266d2e1", "weighted_score": 98.96 }
{ "anomaly_signature": "Blind SQL injection pattern detected on /api/v1/search.", "chain": "ubuntu-22.04", "impacted_asset": "customer_db", "protocol": "Web-App-Gateway", "trigger": "unusual_ingress_traffic" }
{ "confidence_score": 0.722, "engine": "nemesis_planner", "mcts_branches": 203, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.121, "latency_ms": 64, "node_provider": "CrowdStrike", "noise_level_db": 67 }, "timestamp": "2026-04-28T20:22:21Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component"...
{ "noise_penalty": 0.48, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.44, "total_execution_ms": 5659 }
{ "fitness_score_update": 0.14, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-0059619", "timestamp": "2026-04-02T02:33:39Z", "trace_id": "bd017dba-0e4a-4273-b6e6-6920102fcc9c", "weighted_score": 36.73 }
{ "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": 0.928, "engine": "nemesis_planner", "mcts_branches": 637, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.763, "latency_ms": 268, "node_provider": "Azure_Sentinel", "noise_level_db": 65 }, "timestamp": "2026-04-02T02:33:39Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "co...
{ "noise_penalty": 0.16, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.46, "total_execution_ms": 3373 }
{ "fitness_score_update": 0.37, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1954271", "timestamp": "2026-04-24T00:51:11Z", "trace_id": "d18a773b-7ba9-4453-8664-76833e6b584a", "weighted_score": 82.58 }
{ "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": 0.888, "engine": "nemesis_planner", "mcts_branches": 122, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.345, "latency_ms": 435, "node_provider": "CrowdStrike", "noise_level_db": 52 }, "timestamp": "2026-04-24T00:51:11Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component...
{ "noise_penalty": 0.13, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.61, "total_execution_ms": 3949 }
{ "fitness_score_update": 0.46, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-0614648", "timestamp": "2026-04-08T12:44:08Z", "trace_id": "402f2b9d-4168-47c4-ac6b-b9837e6ad6e7", "weighted_score": 33.52 }
{ "anomaly_signature": "User 'finance_admin' executed macro-enabled document from external sender.", "chain": "windows-server-2022", "impacted_asset": "ntds.dit", "protocol": "Active-Directory", "trigger": "phishing_attachment_opened" }
{ "confidence_score": 0.933, "engine": "nemesis_planner", "mcts_branches": 696, "winning_strategy": "Stealth_Escalation" }
[ { "action": "USER_DISCOVERY", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.535, "latency_ms": 387, "node_provider": "CloudTrail", "noise_level_db": 35 }, "timestamp": "2026-04-08T12:44:08Z" }, { "action": "LSASS_MEMORY_DUMP", "component": ...
{ "noise_penalty": 0.46, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.93, "total_execution_ms": 5769 }
{ "fitness_score_update": 0.48, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-1788423", "timestamp": "2026-04-22T02:47:03Z", "trace_id": "bb371dac-bd64-4aa7-82b7-ceddc713512a", "weighted_score": 47.75 }
{ "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": 0.821, "engine": "nemesis_planner", "mcts_branches": 546, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_GHOST", "telemetry": { "evasion_score": 0.679, "latency_ms": 50, "node_provider": "CloudTrail", "noise_level_db": 63 }, "timestamp": "2026-04-22T02:47:03Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compone...
{ "noise_penalty": 0.43, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.44, "total_execution_ms": 3118 }
{ "fitness_score_update": -0.07, "parameter_drift": "none" }
blocked_by_edr
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "impact_achieved", "id": "NEMESIS-1245052", "timestamp": "2026-04-15T19:50:52Z", "trace_id": "85e18e42-6752-4e9d-90bf-bf80db69b00f", "weighted_score": 61.23 }
{ "anomaly_signature": "Orphaned IAM role assumed from unknown IP; added AdministratorAccess to self.", "chain": "us-east-1", "impacted_asset": "s3_vault", "protocol": "AWS-Cloud", "trigger": "iam_policy_modification" }
{ "confidence_score": 0.758, "engine": "nemesis_planner", "mcts_branches": 848, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.92, "latency_ms": 178, "node_provider": "CloudTrail", "noise_level_db": 50 }, "timestamp": "2026-04-15T19:50:52Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compone...
{ "noise_penalty": 0.15, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.67, "total_execution_ms": 6718 }
{ "fitness_score_update": 0.32, "parameter_drift": "none" }
impact_achieved
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "stealth_maintained", "id": "NEMESIS-1901971", "timestamp": "2026-04-23T10:19:31Z", "trace_id": "f42f1df7-daa9-4369-9ea0-5ead25454f92", "weighted_score": 78.42 }
{ "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": 0.855, "engine": "nemesis_planner", "mcts_branches": 420, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CLOUD_RECON_IAM", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.122, "latency_ms": 57, "node_provider": "CrowdStrike", "noise_level_db": 77 }, "timestamp": "2026-04-23T10:19:31Z" }, { "action": "PRIV_ESC_POLICY_MUTATION", "compon...
{ "noise_penalty": 0.29, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.54, "total_execution_ms": 8778 }
{ "fitness_score_update": 0.3, "parameter_drift": "none" }
stealth_maintained
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "exfiltration_complete", "id": "NEMESIS-0267030", "timestamp": "2026-04-04T12:10:30Z", "trace_id": "28b99e94-ebd0-4f7d-abf0-e434f3999867", "weighted_score": 72.68 }
{ "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": 0.731, "engine": "nemesis_planner", "mcts_branches": 308, "winning_strategy": "Stealth_Escalation" }
[ { "action": "RECON_FUZZ_API", "component": "NEMESIS_RECON", "telemetry": { "evasion_score": 0.748, "latency_ms": 40, "node_provider": "CloudTrail", "noise_level_db": 29 }, "timestamp": "2026-04-04T12:10:30Z" }, { "action": "EXPLOIT_SQL_INJECTION", "component":...
{ "noise_penalty": 0.27, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.64, "total_execution_ms": 6428 }
{ "fitness_score_update": 0.5, "parameter_drift": "none" }
exfiltration_complete
1.0.0-nemesis-cyber-sample
{ "decision_outcome": "blocked_by_edr", "id": "NEMESIS-0186137", "timestamp": "2026-04-03T13:42:17Z", "trace_id": "9fae3c34-f162-443c-b6bb-12ce42fcae29", "weighted_score": 91.9 }
{ "anomaly_signature": "Container breakout detected; privileged mount accessed /var/run/secrets.", "chain": "prod-cluster-01", "impacted_asset": "cluster_secrets", "protocol": "Kubernetes", "trigger": "k8s_pod_escape" }
{ "confidence_score": 0.927, "engine": "nemesis_planner", "mcts_branches": 975, "winning_strategy": "Stealth_Escalation" }
[ { "action": "CONTAINER_RECON", "component": "NEMESIS_EXPLOIT", "telemetry": { "evasion_score": 0.485, "latency_ms": 496, "node_provider": "Azure_Sentinel", "noise_level_db": 24 }, "timestamp": "2026-04-03T13:42:17Z" }, { "action": "ESCAPE_SYSCALL_OVERFLOW", "c...
{ "noise_penalty": 0.48, "strategy": "Adaptive_Swarm_Response", "success_rate": 0.67, "total_execution_ms": 7755 }
{ "fitness_score_update": 0.22, "parameter_drift": "none" }
blocked_by_edr