RoguePrompt: Dual-Layer Ciphering for Self-Reconstruction to Circumvent LLM Moderation
Authors: Benyamin Tafreshian | Published: 2025-11-24
Prompt leaking
Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
Authors: Wei Zhao, Zhe Li, Yige Li, Jun Sun | Published: 2025-11-20
PSM: Prompt Sensitivity Minimization via LLM-Guided Black-Box Optimization
Authors: Huseein Jawad, Nicolas Brunel | Published: 2025-11-20
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
Authors: Zimo Ji, Xunguang Wang, Zongjie Li, Pingchuan Ma, Yudong Gao, Daoyuan Wu, Xincheng Yan, Tian Tian, Shuai Wang | Published: 2025-11-19
TZ-LLM: Protecting On-Device Large Language Models with Arm TrustZone
Authors: Xunjie Wang, Jiacheng Shi, Zihan Zhao, Yang Yu, Zhichao Hua, Jinyu Gu | Published: 2025-11-17
Black-Box Guardrail Reverse-engineering Attack
Authors: Hongwei Yao, Yun Xia, Shuo Shao, Haoran Shi, Tong Qiao, Cong Wang | Published: 2025-11-06
Whisper Leak: a side-channel attack on Large Language Models
Authors: Geoff McDonald, Jonathan Bar Or | Published: 2025-11-05
Fast-MIA: Efficient and Scalable Membership Inference for LLMs
Authors: Hiromu Takahashi, Shotaro Ishihara | Published: 2025-10-27
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies
Authors: Bin Wang, YiLu Zhong, MiDi Wan, WenJie Yu, YuanBing Ouyang, Yenan Huang, Hui Li | Published: 2025-10-27
CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage
Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-10-22