18 citations · 55 across the 20 of their papers we have counts for
3 papers · 1 filter
Graph Neural Network Framework for Security Assessment Informed by Topological Measures
Mojtaba Dezvarei, Kevin Tomsovic, Jinyuan Stella Sun +1
In the power system, security assessment (SA) plays a pivotal role in determining the safe operation in a normal situation and some contingencies scenarios. Electrical variables as…
Mitigating Adversarial Effects of False Data Injection Attacks in Power Grid
Farhin Farhad Riya, Shahinul Hoque, Yingyuan Yang +3
Deep Neural Networks have proven to be highly accurate at a variety of tasks in recent years. The benefits of Deep Neural Networks have also been embraced in power grids to detect…
Deep Learning model integrity checking mechanism using watermarking technique
Shahinul Hoque, Farhin Farhad Riya, Yingyuan Yang +1
In response to the growing popularity of Machine Learning (ML) techniques to solve problems in various industries, various malicious groups have started to target such techniques i…