FedCert: Federated Accuracy Certification
Authors: Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Manh Duong Nguyen, Trong Nghia Hoang, Truong Thao Nguyen, Phi Le Nguyen | Published: 2024-10-04
Safeguard is a Double-edged Sword: Denial-of-service Attack on Large Language Models
Authors: Qingzhao Zhang, Ziyang Xiong, Z. Morley Mao | Published: 2024-10-03 | Updated: 2024-10-23
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Authors: Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang | Published: 2024-10-03
Encryption-Friendly LLM Architecture
Authors: Donghwan Rho, Taeseong Kim, Minje Park, Jung Woo Kim, Hyunsik Chae, Jung Hee Cheon, Ernest K. Ryu | Published: 2024-10-03
Demonstration Attack against In-Context Learning for Code Intelligence
Authors: Yifei Ge, Weisong Sun, Yihang Lou, Chunrong Fang, Yiran Zhang, Yiming Li, Xiaofang Zhang, Yang Liu, Zhihong Zhao, Zhenyu Chen | Published: 2024-10-03
Optimizing Adaptive Attacks against Content Watermarks for Language Models
Authors: Abdulrahman Diaa, Toluwani Aremu, Nils Lukas | Published: 2024-10-03
A Watermark for Black-Box Language Models
Authors: Dara Bahri, John Wieting, Dana Alon, Donald Metzler | Published: 2024-10-02
Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct
Authors: Christopher Ackerman, Nina Panickssery | Published: 2024-10-02 | Updated: 2025-01-25
Impact of White-Box Adversarial Attacks on Convolutional Neural Networks
Authors: Rakesh Podder, Sudipto Ghosh | Published: 2024-10-02
Adaptively Private Next-Token Prediction of Large Language Models
Authors: James Flemings, Meisam Razaviyayn, Murali Annavaram | Published: 2024-10-02