BitHydra: Towards Bit-flip Inference Cost Attack against Large Language Models
Authors: Xiaobei Yan, Yiming Li, Zhaoxin Fan, Han Qiu, Tianwei Zhang | Published: 2025-05-22
LLM Security
Finetuning-Activated Backdoors in LLMs
Authors: Thibaud Gloaguen, Mark Vero, Robin Staab, Martin Vechev | Published: 2025-05-22
Can Large Language Models Really Recognize Your Name?
Authors: Dzung Pham, Peter Kairouz, Niloofar Mireshghallah, Eugene Bagdasarian, Chau Minh Pham, Amir Houmansadr | Published: 2025-05-20
Is Your Prompt Safe? Investigating Prompt Injection Attacks Against Open-Source LLMs
Authors: Jiawen Wang, Pritha Gupta, Ivan Habernal, Eyke Hüllermeier | Published: 2025-05-20
Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion
Authors: Tiehan Cui, Yanxu Mao, Peipei Liu, Congying Liu, Datao You | Published: 2025-05-20
Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair
Authors: Han Zheng, Ilia Shumailov, Tianqi Fan, Aiden Hall, Mathias Payer | Published: 2025-05-19
The Hidden Dangers of Browsing AI Agents
Authors: Mykyta Mudryi, Markiyan Chaklosh, Grzegorz Wójcik | Published: 2025-05-19
Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
Authors: Sayon Palit, Daniel Woods | Published: 2025-05-19 | Updated: 2025-05-20
From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents
Authors: Liangxuan Wu, Chao Wang, Tianming Liu, Yanjie Zhao, Haoyu Wang | Published: 2025-05-19 | Updated: 2025-05-20
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
Authors: Zi Liang, Haibo Hu, Qingqing Ye, Yaxin Xiao, Ronghua Li | Published: 2025-05-19