Title
On the Escaping Efficiency of Distributed Adversarial Training Algorithms Ying Cao Kun Yuan Ali H. Sayed AAML 93 0 0 14 Sep 2025
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative EditingComputer Vision and Pattern Recognition (CVPR), 2024 Hanhui Wang Yihua Zhang Ruizheng Bai Yue Zhao Sijia Liu Zhuowen Tu AAML PICV 336 7 0 25 Nov 2024
The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset SelectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Mohammad Jafari Yimeng Zhang Yihua Zhang Sijia Liu 262 4 0 18 Mar 2024
Decentralized Adversarial Training over GraphsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed AAML 508 3 0 23 Mar 2023
Can Adversarial Examples Be Parsed to Reveal Victim Model Information?IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yuguang Yao Jiancheng Liu Yifan Gong Xiaoming Liu Yanzhi Wang Xinyu Lin Sijia Liu AAML MLAU 246 1 0 13 Mar 2023
What Is Missing in IRM Training and Evaluation? Challenges and SolutionsInternational Conference on Learning Representations (ICLR), 2023 Yihua Zhang Pranay Sharma Parikshit Ram Min-Fong Hong Kush R. Varshney Sijia Liu 177 14 0 04 Mar 2023
Multi-Agent Adversarial Training Using Diffusion LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed DiffM 219 4 0 03 Mar 2023
Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative AttacksNeural Information Processing Systems (NeurIPS), 2022 Jianan Zhou Jianing Zhu Jingfeng Zhang Tongliang Liu Gang Niu Bo Han Masashi Sugiyama AAML 120 10 0 01 Nov 2022
Federated Adversarial Learning: A Framework with Convergence AnalysisInternational Conference on Machine Learning (ICML), 2022 Xiaoxiao Li Zhao Song Jiaming Yang FedML 275 30 0 07 Aug 2022
Holistic Adversarial Robustness of Deep Learning ModelsAAAI Conference on Artificial Intelligence (AAAI), 2022 Pin-Yu Chen Sijia Liu AAML 329 22 0 15 Feb 2022
Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated LearningAAAI Conference on Artificial Intelligence (AAAI), 2021 Junyuan Hong Haotao Wang Zinan Lin Jiayu Zhou FedML 126 25 0 18 Jun 2021