CTI-HAL: A Human-Annotated Dataset for Cyber Threat Intelligence Analysis

Authors: Sofia Della Penna, Roberto Natella, Vittorio Orbinato, Lorenzo Parracino, Luciano Pianese | Published: 2025-04-08

Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators

Authors: Xitao Li, Haijun Wang, Jiang Wu, Ting Liu | Published: 2025-04-08

Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking

Authors: Yu-Hang Wu, Yu-Jie Xiong, Jie-Zhang | Published: 2025-04-08

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

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