Asymptotic Behavior of Adversarial Training Estimator under $\ell_\infty$-Perturbation
Authors: Yiling Xie, Xiaoming Huo | Published: 2024-01-27
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
Authors: Yue Xing, Xiaofeng Lin, Qifan Song, Yi Xu, Belinda Zeng, Guang Cheng | Published: 2024-01-26
Training Differentially Private Ad Prediction Models with Semi-Sensitive Features
Authors: Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath, Walid Krichene, Ravi Kumar, Pasin Manurangsi, Krishna Giri Narra, Amer Sinha, Avinash Varadarajan, Chiyuan Zhang | Published: 2024-01-26
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness
Authors: Samaneh Shafee, Alysson Bessani, Pedro M. Ferreira | Published: 2024-01-26 | Updated: 2024-04-19
GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption
Authors: Eugene Frimpong, Khoa Nguyen, Mindaugas Budzys, Tanveer Khan, Antonis Michalas | Published: 2024-01-26
Zeroth-Order primal-dual Alternating Projection Gradient Algorithms for Nonconvex Minimax Problems with Coupled linear Constraints
Authors: Huiling Zhang, Zi Xu, Yuhong Dai | Published: 2024-01-26
Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors
Authors: Taylor R Schorlemmer, Kelechi G Kalu, Luke Chigges, Kyung Myung Ko, Eman Abu Isghair, Saurabh Baghi, Santiago Torres-Arias, James C Davis | Published: 2024-01-26 | Updated: 2024-04-14
Decentralized Federated Learning: A Survey on Security and Privacy
Authors: Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif, Boyu Wang, Qiang Yang | Published: 2024-01-25
SunBlock: Cloudless Protection for IoT Systems
Authors: Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, David Choffnes, Hamed Haddadi | Published: 2024-01-25
Sparse and Transferable Universal Singular Vectors Attack
Authors: Kseniia Kuvshinova, Olga Tsymboi, Ivan Oseledets | Published: 2024-01-25