Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication
Authors: Xirong Ma | Published: 2023-05-27 | Updated: 2023-08-17
On Evaluating Adversarial Robustness of Large Vision-Language Models
Authors: Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin | Published: 2023-05-26 | Updated: 2023-10-29
CyPhERS: A Cyber-Physical Event Reasoning System providing real-time situational awareness for attack and fault response
Authors: Nils Müller, Kaibin Bao, Jörg Matthes, Kai Heussen | Published: 2023-05-26
Undetectable Watermarks for Language Models
Authors: Miranda Christ, Sam Gunn, Or Zamir | Published: 2023-05-25
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
Authors: Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen | Published: 2023-05-24 | Updated: 2023-10-23
Investigating Adversarial Vulnerability and Implicit Bias through Frequency Analysis
Authors: Lorenzo Basile, Nikos Karantzas, Alberto D'Onofrio, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi | Published: 2023-05-24 | Updated: 2024-07-17
Adversarial Demonstration Attacks on Large Language Models
Authors: Jiongxiao Wang, Zichen Liu, Keun Hee Park, Zhuojun Jiang, Zhaoheng Zheng, Zhuofeng Wu, Muhao Chen, Chaowei Xiao | Published: 2023-05-24 | Updated: 2023-10-14
Query Rewriting for Retrieval-Augmented Large Language Models
Authors: Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan | Published: 2023-05-23 | Updated: 2023-10-23
Expressive Losses for Verified Robustness via Convex Combinations
Authors: Alessandro De Palma, Rudy Bunel, Krishnamurthy Dvijotham, M. Pawan Kumar, Robert Stanforth, Alessio Lomuscio | Published: 2023-05-23 | Updated: 2024-03-18
On the Optimal Batch Size for Byzantine-Robust Distributed Learning
Authors: Yi-Rui Yang, Chang-Wei Shi, Wu-Jun Li | Published: 2023-05-23