6 citations · 13 across the 10 of their papers we have counts for
4 papers · 1 filter
Exposing Hidden Attackers in Industrial Control Systems using Micro-distortions
Suman Sourav, Binbin Chen
For industrial control systems (ICS), many existing defense solutions focus on detecting attacks only when they make the system behave anomalously. Instead, in this work, we study…
Machine Learning Assisted Bad Data Detection for High-throughput Substation Communication
Suman Sourav, Partha P. Biswas, Vyshnavi Mohanraj +2
Electrical substations are becoming more prone to cyber-attacks due to increasing digitalization. Prevailing defense measures based on cyber rules are often inadequate to detect at…
Detecting Hidden Attackers in Photovoltaic Systems Using Machine Learning
Suman Sourav, Partha P. Biswas, Binbin Chen +1
In modern smart grids, the proliferation of communication-enabled distributed energy resource (DER) systems has increased the surface of possible cyber-physical attacks. Attacks or…
Distort to Detect, not Affect: Detecting Stealthy Sensor Attacks with Micro-distortion
Suman Sourav, Binbin Chen
In this paper, we propose an effective and easily deployable approach to detect the presence of stealthy sensor attacks in industrial control systems, where (legacy) control device…