Pr$εε$mpt: Sanitizing Sensitive Prompts for LLMs
Authors: Amrita Roy Chowdhury, David Glukhov, Divyam Anshumaan, Prasad Chalasani, Nicolas Papernot, Somesh Jha, Mihir Bellare | Published: 2025-04-07
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Enhancing Smart Contract Vulnerability Detection in DApps Leveraging Fine-Tuned LLM
Authors: Jiuyang Bu, Wenkai Li, Zongwei Li, Zeng Zhang, Xiaoqi Li | Published: 2025-04-07
Select Me! When You Need a Tool: A Black-box Text Attack on Tool Selection
Authors: Liuji Chen, Hao Gao, Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang | Published: 2025-04-07
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs
Authors: Will Cai, Tianneng Shi, Xuandong Zhao, Dawn Song | Published: 2025-04-07
Generative Large Language Model usage in Smart Contract Vulnerability Detection
Authors: Peter Ince, Jiangshan Yu, Joseph K. Liu, Xiaoning Du | Published: 2025-04-07
TrafficLLM: Enhancing Large Language Models for Network Traffic Analysis with Generic Traffic Representation
Authors: Tianyu Cui, Xinjie Lin, Sijia Li, Miao Chen, Qilei Yin, Qi Li, Ke Xu | Published: 2025-04-05 | Updated: 2025-04-15
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 | Updated: 2025-04-03
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