SoK - Certified Robustness for Deep Neural Networks

Explore a comprehensive 15-minute IEEE conference talk on certified robustness for deep neural networks. Delve into the research presented by Linyi Li and Bo Li from the University of Illinois Urbana-Champaign, USA, and Tao Xie from the Key Laboratory of High Confidence Software Technologies at Peking University, China. Gain insights into the latest advancements and methodologies for ensuring the reliability and resilience of deep learning models against adversarial attacks and perturbations.

SoK: Certified Robustness for Deep Neural Networks