Exploring The Resilience of Control Execution Skips against False Data Injection Attacks

no code implementations • 16 Jul 2022 • Ipsita Koley, Sunandan Adhikary, Soumyajit Dey

A number of research works have proposed CPS-specific attack detection schemes as well as techniques for attack resilient controller design.

Co-designing Intelligent Control of Building HVACs and Microgrids

1 code implementation • 18 Jul 2021 • Rumia Masburah, Sayan Sinha, Rajib Lochan Jana, Soumyajit Dey, Qi Zhu

Building loads consume roughly 40% of the energy produced in developed countries, a significant part of which is invested towards building temperature-control infrastructure.

Reinforcement Learning (RL)

An RL-Based Adaptive Detection Strategy to Secure Cyber-Physical Systems

no code implementations • 4 Mar 2021 • Ipsita Koley, Sunandan Adhikary, Soumyajit Dey

Increased dependence on networked, software based control has escalated the vulnerabilities of Cyber Physical Systems (CPSs).

reinforcement-learning Reinforcement Learning (RL)