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In an Industrial Control System (ICS), its complex network of sensors,actuators and controllers have raised security concerns for criticalinfrastructures and industrial production units. This opinion paper strives toinitiate discussion on the design algorithms which can segregate attacks fromfaults. Most of the proposed anomaly detection mechanisms are not able todifferentiate between an attack and an anomaly due to a fault. We argue on theneed of solving this important problem form our experiences in CPS securityresearch. First, we motivate using analysis of studies and interviews thougheconomical and psychological aspects. Then main challenges are highlighted.Further, we propose multiple directions of approach with suitable reasoning andexamples from ICS systems.

Revisiting Anomaly Detection in ICS: Aimed at Segregation of Attacks and Faults