4 papers
Physics-Aware Machine Unlearning for Cyber-Physical Systems
Mohammad Zakaria Haider, Muhammad Nadeem, Mohammad Ashiqur Rahman
This paper proposes a physics-guided gradient-ascent-based machine unlearning method that couples the forgetting signal with the physical residual of the target cyber-physical syst…
Attack-Resiliency Analytics for Wide-Area Control Systems in Smart Grids
Mohammad Zakaria Haider, Prabin Mali, Nur Imtiazul Haque +3
Wide-area monitoring, protection, and control (WAMPAC) systems damp inter-area oscillations in large interconnected grids, but their reliance on synchronized PMU measurements carri…
PHANTOM: Physics-Aware Adversarial Attacks against Federated Learning-Coordinated EV Charging Management System
Mohammad Zakaria Haider, Amit Kumar Podder, Prabin Mali +3
The rapid deployment of electric vehicle charging stations (EVCS) within distribution networks necessitates intelligent and adaptive control to maintain the grid's resilience and r…
MISGUIDE: Security-Aware Attack Analytics for Smart Grid Load Frequency Control
Nur Imtiazul Haque, Prabin Mali, Mohammad Zakaria Haider +2
Incorporating advanced information and communication technologies into smart grids (SGs) offers substantial operational benefits while increasing vulnerability to cyber threats lik…