Les Dissonances: Cross-Tool Harvesting and Polluting in Multi-Tool Empowered LLM Agents
Authors: Zichuan Li, Jian Cui, Xiaojing Liao, Luyi Xing | Published: 2025-04-04 | Updated: 2025-04-28
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries
Authors: Furkan Çolhak, Hasan Coşkun, Tsafac Nkombong Regine Cyrille, Tedi Hoxa, Mert İlhan Ecevit, Mehmet Nafiz Aydın | Published: 2025-04-02
ディープフェイク
AI技術を利用して、実在する人物の顔や音声を模倣した偽コンテンツなどを作成する技術であるディープフェイクやその対策について解説します。
Representation Bending for Large Language Model Safety
Authors: Ashkan Yousefpour, Taeheon Kim, Ryan S. Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi | Published: 2025-04-02
LightDefense: A Lightweight Uncertainty-Driven Defense against Jailbreaks via Shifted Token Distribution
Authors: Zhuoran Yang, Jie Peng, Zhen Tan, Tianlong Chen, Yanyong Zhang | Published: 2025-04-02
Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code
Authors: Roxane Cohen, Robin David, Florian Yger, Fabrice Rossi | Published: 2025-04-02
PiCo: Jailbreaking Multimodal Large Language Models via $\textbf{Pi}$ctorial $\textbf{Co}$de Contextualization
Authors: Aofan Liu, Lulu Tang, Ting Pan, Yuguo Yin, Bin Wang, Ao Yang | Published: 2025-04-02
On Benchmarking Code LLMs for Android Malware Analysis
Authors: Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro | Published: 2025-04-01 | Updated: 2025-04-23
No Free Lunch with Guardrails
Authors: Divyanshu Kumar, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi | Published: 2025-04-01 | Updated: 2025-04-03
Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms
Authors: Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui | Published: 2025-03-31