80 citations · 275 across the 22 of their papers we have counts for
3 papers · 1 filter
ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems
Jiangnan Li, Yingyuan Yang, Jinyuan Stella Sun +2
Recent research demonstrated that the superficially well-trained machine learning (ML) models are highly vulnerable to adversarial examples. As ML techniques are becoming a popular…
Review on Set-Theoretic Methods for Safety Verification and Control of Power System
Yichen Zhang, Yan Li, Kevin Tomsovic +2
Increasing penetration of renewable energy introduces significant uncertainty into power systems. Traditional simulation-based verification methods may not be applicable due to the…
Hybrid Symbolic-Numeric Framework for Power System Modeling and Analysis
Hantao Cui, Fangxing Li, Kevin Tomsovic
With the recent proliferation of open-source packages for computing, power system differential-algebraic equation (DAE) modeling and simulation are being revisited to reduce the pr…