MMJailBench: A Factorized Benchmark for Disentangling Multimodal Jailbreak Vulnerabilities
Authors: Tianshi Wang, Jingsong Wang, Yafei Huang, Fengling Li, Xin Li, Lei Zhu | Published: 2026-08-26
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MACGen: Toward Functionally Correct and Secure Code Generation via Multi-Agent Collaboration
Authors: Miseon Yu, Jaehoon Choi, Younghan Lee, Yunheung Paek | Published: 2026-08-26
Distance Is Not Enough: Forget-Retain Alignment Gap Predicts LLM Relearning Robustness
Authors: Yi Chen, Hanna Hsieh, Shuhong Liu, Chuanbo Hua, Zihan Ma, Kun Wang, Joo-Young Kim | Published: 2026-08-26
Refusal geometry reflects refusal training: diverse refusal prefixes can raise stable rank and weaken refusal vector ablation attacks
Authors: Andrey Labunets | Published: 2026-08-26
FinRiskAtlas: Decision-Aligned Evaluation of Large Language Models for Financial Risk Review
Authors: Suyang Zhong, Jingzhe Zhu, Qi Xu, Liyao Sun, Yin Wang, Qingqing Sun, Shuai Chen, Tianyi Zhang | Published: 2026-08-26
LLMscope: Extracting LLM Assets from Edge AI Chips via Optical Probing
Authors: Dev Mehta, Lily Dukette, William Folan, Olivia Kochol, Noah Solomon, Shahin Tajik, Fatemeh Ganji | Published: 2026-08-26
Combining Self-Embedding Audio Watermarking with Ultra-Low-Bitrate Neural Codecs
Authors: Yigitcan Özer, Xin Wang, Zhe Zhang, Junichi Yamagishi | Published: 2026-08-26
A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography
Authors: Yigitcan Özer, Zhe Zhang, Wanying Ge, Xin Wang, Junichi Yamagishi | Published: 2026-08-26
Prompt Structure Redistributes, Not Reduces: An Empirical Analysis of Security-Weaknesses in LLM-Generated Python Code
Authors: Maitreyee Das Urmi, Jessica Pourleyli, Fabio Santos, Glaucia Melo | Published: 2026-08-25
Right Diagnoses, Decorative Reasoning:A Perturbation Audit of Medical Chain-of-Thought
Authors: Mengzhu Xu, Jifan Gao, Xia Jiang, Yaoxin Wu, Xi Long | Published: 2026-08-25