{"slug":"detecting-anomalies-in-industrial-control-systems","source_name":"detecting-anomalies-in-industrial-control-systems","name":"Detecting Anomalies In Industrial Control Systems","description":"This skill covers deploying anomaly detection systems for industrial control environments using machine learning models trained on OT network baselines, physics-based process models, and behavioral analysis of industrial protocol communications. It addresses building normal behavior profiles for SCADA polling patterns, detecting deviations in Modbus/DNP3/OPC UA traffic, identifying rogue devices, and correlating network anomalies with physical process data from historians.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":40.9,"total_cases":22,"passed_cases":9,"tokens_delta_pct":84.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T08:21:40.924340+00:00"},"skill_score":0.4091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":40.9,"without_pass_pct":9.1,"tokens_delta_pct":84.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-28T08:21:40.924340+00:00","run_id":"941866d7-b713-401c-a7c8-c5d311b1e9f7","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"ec2e1f27f201cd7188d0173c1240ba9a4f7f74b978fc57b10236dd53e8ee5390","raw_url":"https://app.decimal.ai/s/detecting-anomalies-in-industrial-control-systems/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/detecting-anomalies-in-industrial-control-systems"}