CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
Authors: Xu Zhang, Hao Li, Zhichao Lu | Published: 2025-10-20
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Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks
Authors: Xinkai Wang, Beibei Li, Zerui Shao, Ao Liu, Shouling Ji | Published: 2025-10-20
Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers
Authors: Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes | Published: 2025-10-16
LLM-Assisted Web Measurements
Authors: Simone Bozzolan, Stefano Calzavara, Lorenzo Cazzaro | Published: 2025-10-09
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
Authors: Kazuki Egashira, Robin Staab, Thibaud Gloaguen, Mark Vero, Martin Vechev | Published: 2025-10-09
MetaDefense: Defending Finetuning-based Jailbreak Attack Before and During Generation
Authors: Weisen Jiang, Sinno Jialin Pan | Published: 2025-10-09
Proactive defense against LLM Jailbreak
Authors: Weiliang Zhao, Jinjun Peng, Daniel Ben-Levi, Zhou Yu, Junfeng Yang | Published: 2025-10-06
P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
Authors: Shuai Zhao, Xinyi Wu, Shiqian Zhao, Xiaobao Wu, Zhongliang Guo, Yanhao Jia, Anh Tuan Luu | Published: 2025-10-06
FalseCrashReducer: Mitigating False Positive Crashes in OSS-Fuzz-Gen Using Agentic AI
Authors: Paschal C. Amusuo, Dongge Liu, Ricardo Andres Calvo Mendez, Jonathan Metzman, Oliver Chang, James C. Davis | Published: 2025-10-02
Bypassing Prompt Guards in Production with Controlled-Release Prompting
Authors: Jaiden Fairoze, Sanjam Garg, Keewoo Lee, Mingyuan Wang | Published: 2025-10-02