Image Prompt Reconstruction Attacks on Distributed MLLM Inference Frameworks
Authors: Xinjian Luo, Hongyan Chang, Jianxin Wei, Yuncheng Wu, Xiaofeng Gao, Meikang Qiu, Ting Yu, Xue Liu | Published: 2026-06-17
Understanding and Mitigating Prompt Leaking Attacks in Real-World LLM-Based Applications
Authors: Yong Yang, Chong Fu, Tong Zhang, Rui Zeng, Qingming Li, Tianyu Du, Zonghui Wang, Shouling Ji, Wenzhi Chen | Published: 2026-06-17
MIDS: Detecting Stealthy Masquerade and Tampering Attacks on CAN Bus via Bidirectional Mamba
Authors: Qiqi Liu, Runhan Song, Lei Cui, Heng Zhang, Yuyan Sun, Limin Sun | Published: 2026-06-17
Learning Red Agent Policy from Observations for Neurosymbolic Autonomous Cyber Agents
Authors: Ankita Samaddar, Sandeep Neema, Daniel Balasubramanian, Xenofon Koutsoukos | Published: 2026-06-16
A Red-Team Study of Anthropic Fable 5 & Opus 4.8 Models
Authors: Nicola Franco | Published: 2026-06-16
Multi-Source Cybersecurity Logs: An ATT&CK-Labeled Dataset and SLM Evaluation
Authors: Abir Ashab Niloy, Ahmed Ryan, Imamul Hossain Rafi, Md Erfan, Md Rayhanur Rahman | Published: 2026-06-16
Evaluating Open-Source LLMs for Multi-Label ATT&CK Technique Classification on CTI Reports
Authors: Ahmed Ryan, Saad Sakib Noor, Md Erfan, Shaswata Mitra, Sudip Mittal, Md Rayhanur Rahman | Published: 2026-06-16
Structural Role Injection in Handlebars-Templated LLM Prompts: Triple-Brace Interpolation, Delimiter Family, and the Limits of HTML Auto-Escaping
Authors: Mohammadreza Rashidi | Published: 2026-06-16
Security and Privacy Prompts in the Wild: What Users Ask LLMs and How LLMs Respond
Authors: Hobin Kim, Xiaoyuan Wu, Omer Akgul, Lujo Bauer, Nicolas Christin | Published: 2026-06-16
Differential Privacy of Gaussian Process Posterior Sampling
Authors: Tomasz Maciazek | Published: 2026-06-16