162 citations · 174 across the 6 of their papers we have counts for
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cs.CR2022★ 162 cited
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations
Muhammad Azmi Umer, Khurum Nazir Junejo, Muhammad Taha Jilani +1
Methods from machine learning are being applied to design Industrial Control Systems resilient to cyber-attacks. Such methods focus on two major areas: the detection of intrusions…
cs.CR2022★ 9 cited
A Data-Centric Approach to Generate Invariants for a Smart Grid Using Machine Learning
Danish Hudani, Muhammad Haseeb, Muhammad Taufiq +2
Cyber-Physical Systems (CPS) have gained popularity due to the increased requirements on their uninterrupted connectivity and process automation. Due to their connectivity over the…