certified-robustness topic

[NeurIPS 2021] Fast Certified Robust Training with Short Warmup

shizhouxing

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)

AI-secure

Robustify Black-Box Models (ICLR'22 - Spotlight)

damon-demon

Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular datasets

sokcertifiedrobustness

[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies

zbh2047