damon-demon / Black-Box-Defense Star 24 Code Issues Pull requests Robustify Black-Box Models (ICLR'22 - Spotlight) adversarial-learning blackbox-optimization zeroth-order-optimization certified-defense certified-robustness black-box-defense Updated Jan 29, 2023 Python
zbh2047 / L_inf-dist-net-v2 Star 22 Code Issues Pull requests [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies adversarial-robustness certified-defense l-inf-dist-net certified-robustness lipschitz-network Updated Mar 16, 2022 Cuda
sungyoon-lee / bcp Star 6 Code Issues Pull requests [NeurIPS 2020] Lipschitz-Certifiable Training with a Tight Outer Bound | BCP (Box Constraint Propagation) | ⚡💪🛡️ deep-learning bcp robustness adversarial-examples adversarial-training certified-defense Updated Jan 27, 2021 Jupyter Notebook
sungyoon-lee / LossLandscapeMatters Star 4 Code Issues Pull requests [NeurIPS 2021] Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples | ⛰️⚠️ robustness smoothness adversarial-machine-learning adversarial-examples adversarial-attacks robustness-verification loss-landscape certified-defense certified-training Updated Jul 11, 2022 Python
L1n111ya / Certified-Watermarking Star 1 Code Issues Pull requests deep-neural-networks watermark randomized-smoothing certified-defense Updated Jun 26, 2024 Python