Department of Computer Science, University of California, Los Angeles; Department of Statistics and Data Science, University of Central Florida; Department of Statistics, University of California, Los Angeles
Mitchell Hill, Jonathan Mitchell, Song-Chun Zhu
adversarial defense;adversarial robustness;energy-based model;Markov chain Monte Carlo;Langevin sampling;adversarial attack
Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models