Part VIII: Industrial, Energy, and Infrastructure Sensor AI
Chapter 38  [A][R]

Cyber-Physical Anomaly Detection and ICS Security

Placeholder chapter page. Sections are produced by the book-skills pipeline.

Sections

  1. 38.1 Physical process invariants
  2. 38.2 Attacks vs faults
  3. 38.3 Reconstruction and forecasting residuals
  4. 38.4 Graph-based process modeling (GNNs)
  5. 38.5 Root-cause localization
  6. 38.6 Adversarial robustness of detectors and the transductive-leakage trap
  7. 38.7 Security-operations integration

Lab 38

train an ICS anomaly detector on SWaT/WADI/HAI with a leakage-safe protocol; test under simulated faults and attacks.