FlowPure: Continuous Normalizing Flows for Adversarial Purification
Authors: Elias Collaert, Abel Rodríguez, Sander Joos, Lieven Desmet, Vera Rimmer | Published: 2025-05-19
敵対的学習
Evaluating the Robustness of Adversarial Defenses in Malware Detection Systems
Authors: Mostafa Jafari, Alireza Shameli-Sendi | Published: 2025-05-14
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models
Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu | Published: 2025-05-06
Bayesian Robust Aggregation for Federated Learning
Authors: Aleksandr Karakulev, Usama Zafar, Salman Toor, Prashant Singh | Published: 2025-05-05
How to Backdoor the Knowledge Distillation
Authors: Chen Wu, Qian Ma, Prasenjit Mitra, Sencun Zhu | Published: 2025-04-30
GIFDL: Generated Image Fluctuation Distortion Learning for Enhancing Steganographic Security
Authors: Xiangkun Wang, Kejiang Chen, Yuang Qi, Ruiheng Liu, Weiming Zhang, Nenghai Yu | Published: 2025-04-21
Stop Walking in Circles! Bailing Out Early in Projected Gradient Descent
Authors: Philip Doldo, Derek Everett, Amol Khanna, Andre T Nguyen, Edward Raff | Published: 2025-03-25
TAET: Two-Stage Adversarial Equalization Training on Long-Tailed Distributions
Authors: Wang YuHang, Junkang Guo, Aolei Liu, Kaihao Wang, Zaitong Wu, Zhenyu Liu, Wenfei Yin, Jian Liu | Published: 2025-03-02 | Updated: 2025-03-21
Toward Integrated Solutions: A Systematic Interdisciplinary Review of Cybergrooming Research
Authors: Heajun An, Marcos Silva, Qi Zhang, Arav Singh, Minqian Liu, Xinyi Zhang, Sarvech Qadir, Sang Won Lee, Lifu Huang, Pamela J. Wisniewski, Jin-Hee Cho | Published: 2025-02-18 | Updated: 2025-07-31
Towards Robust Stability Prediction in Smart Grids: GAN-based Approach under Data Constraints and Adversarial Challenges
Authors: Emad Efatinasab, Alessandro Brighente, Denis Donadel, Mauro Conti, Mirco Rampazzo | Published: 2025-01-27 | Updated: 2025-06-24