Decoupling Reconnaissance and Exploitation: Measuring the Capability Boundaries of LLM-Based Web Penetration Testing
Authors: Liwei Yu, Shuo Li, Ming Zhou, Ge Chu, Yan Guo | Published: 2026-06-24
Disabling Safety Mechanisms of LLM
Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs
Authors: Charles Westphal, Timothy Douglas, Keivan Navaie, Tiago Pimentel, Fernando E. Rosas | Published: 2026-06-08
Steganography Without Modification: Hidden Communication via LLM Seeds
Authors: Felix Mächtle, Jonas Sander, Sebastian Berndt, Ben Weimar, Nils Loose, Thomas Eisenbarth | Published: 2026-06-08
Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection
Authors: Syafiq Al Atiiq, Chun Zhou, Christian Gehrmann | Published: 2026-05-28
SciIntBench: Measuring LLM Compliance with Research Integrity Norms Under Adversarial Framing
Authors: Almene De Meran Meguimtsop, Maria Leonor Pacheco, Daniel E. Acuna | Published: 2026-05-28
Cordyceps: Covert Control Attacks on LLMs via Data Poisoning
Authors: Zedian Shao, Charles Fleming, Teodora Baluta | Published: 2026-05-26
Open-Weight LLM Fine-Tuning Defenses are Susceptible to Simple Attacks
Authors: Kevin Kuo, Chhavi Yadav, Virginia Smith | Published: 2026-05-26
Model-Agnostic Lifelong LLM Safety via Externalized Attack-Defense Co-Evolution
Authors: Xiaozhe Zhang, Chaozhuo Li, Hui Liu, Shaocheng Yan, Bingyu Yan, Qiwei Ye, Haoliang Li | Published: 2026-05-13
Guaranteed Jailbreaking Defense via Disrupt-and-Rectify Smoothing
Authors: Zheng Lin, Zhenxing Niu, Haoxuan Ji, Haichang Gao | Published: 2026-05-11
Usability as a Weapon: Attacking the Safety of LLM-Based Code Generation via Usability Requirements
Authors: Yue Li, Xiao Li, Hao Wu, Yue Zhang, Yechao Zhang, Yating Liu, Fengyuan Xu, Sheng Zhong | Published: 2026-05-11