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
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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
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking
Authors: Aakash Varma Nadimpalli, Ajita Rattani | Published: 2024-10-02
On Using Certified Training towards Empirical Robustness
Authors: Alessandro De Palma, Serge Durand, Zakaria Chihani, François Terrier, Caterina Urban | Published: 2024-10-02 | Updated: 2025-03-24