 Enhancing the Antidote: Improved Pointwise Certifications against
Poisoning AttacksAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Hyperparameter Learning under Data Poisoning: Analysis of the Influence
of Regularization via Multiobjective Bilevel OptimizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
 De-Pois: An Attack-Agnostic Defense against Data Poisoning AttacksIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2021 |
 Investigating Bi-Level Optimization for Learning and Vision from a
Unified Perspective: A Survey and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 How Robust are Randomized Smoothing based Defenses to Data Poisoning?Computer Vision and Pattern Recognition (CVPR), 2020 |
