Evil Vizier: Vulnerabilities of LLM-Integrated XR Systems
Authors: Yicheng Zhang, Zijian Huang, Sophie Chen, Erfan Shayegani, Jiasi Chen, Nael Abu-Ghazaleh | Published: 2025-09-18
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Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
Authors: Yuanbo Xie, Yingjie Zhang, Tianyun Liu, Duohe Ma, Tingwen Liu | Published: 2025-09-18
A Multi-Agent LLM Defense Pipeline Against Prompt Injection Attacks
Authors: S M Asif Hossain, Ruksat Khan Shayoni, Mohd Ruhul Ameen, Akif Islam, M. F. Mridha, Jungpil Shin | Published: 2025-09-16 | Updated: 2025-10-01
Jailbreaking Large Language Models Through Content Concretization
Authors: Johan Wahréus, Ahmed Hussain, Panos Papadimitratos | Published: 2025-09-16
NeuroStrike: Neuron-Level Attacks on Aligned LLMs
Authors: Lichao Wu, Sasha Behrouzi, Mohamadreza Rostami, Maximilian Thang, Stjepan Picek, Ahmad-Reza Sadeghi | Published: 2025-09-15
SoK: How Sensor Attacks Disrupt Autonomous Vehicles: An End-to-end Analysis, Challenges, and Missed Threats
Authors: Qingzhao Zhang, Shaocheng Luo, Z. Morley Mao, Miroslav Pajic, Michael K. Reiter | Published: 2025-09-14 | Updated: 2025-09-16
AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System
Authors: Chanti Raju Mylay, Bobin Deng, Zhipeng Cai, Honghui Xu | Published: 2025-09-11
An Ethically Grounded LLM-Based Approach to Insider Threat Synthesis and Detection
Authors: Haywood Gelman, John D. Hastings, David Kenley | Published: 2025-09-08
Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks?
Authors: Junjie Mu, Zonghao Ying, Zhekui Fan, Zonglei Jing, Yaoyuan Zhang, Zhengmin Yu, Wenxin Zhang, Quanchen Zou, Xiangzheng Zhang | Published: 2025-09-08
Exploit Tool Invocation Prompt for Tool Behavior Hijacking in LLM-Based Agentic System
Authors: Yu Liu, Yuchong Xie, Mingyu Luo, Zesen Liu, Zhixiang Zhang, Kaikai Zhang, Zongjie Li, Ping Chen, Shuai Wang, Dongdong She | Published: 2025-09-06 | Updated: 2025-09-15