Let the Bees Find the Weak Spots: A Path Planning Perspective on Multi-Turn Jailbreak Attacks against LLMs
Authors: Yize Liu, Yunyun Hou, Aina Sui | Published: 2025-11-05
Auditing M-LLMs for Privacy Risks: A Synthetic Benchmark and Evaluation Framework
Authors: Junhao Li, Jiahao Chen, Zhou Feng, Chunyi Zhou | Published: 2025-11-05
Death by a Thousand Prompts: Open Model Vulnerability Analysis
Authors: Amy Chang, Nicholas Conley, Harish Santhanalakshmi Ganesan, Adam Swanda | Published: 2025-11-05
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels
Authors: Chenghao Du, Quanfeng Huang, Tingxuan Tang, Zihao Wang, Adwait Nadkarni, Yue Xiao | Published: 2025-10-31 | Updated: 2025-11-06
PVMark: Enabling Public Verifiability for LLM Watermarking Schemes
Authors: Haohua Duan, Liyao Xiang, Xin Zhang | Published: 2025-10-30
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio-Language Models
Authors: Weifei Jin, Yuxin Cao, Junjie Su, Minhui Xue, Jie Hao, Ke Xu, Jin Song Dong, Derui Wang | Published: 2025-10-30
Model Inversion Attacks Meet Cryptographic Fuzzy Extractors
Authors: Mallika Prabhakar, Louise Xu, Prateek Saxena | Published: 2025-10-29
Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
Authors: Phuc Tran, Nisheeth K. Vishnoi, Van H. Vu | Published: 2025-10-29
Monitoring the calibration of probability forecasts with an application to concept drift detection involving image classification
Authors: Christopher T. Franck, Anne R. Driscoll, Zoe Szajnfarber, William H. Woodall | Published: 2025-10-29
NetEcho: From Real-World Streaming Side-Channels to Full LLM Conversation Recovery
Authors: Zheng Zhang, Guanlong Wu, Sen Deng, Shuai Wang, Yinqian Zhang | Published: 2025-10-29