Don’t believe everything you read: Understanding and Measuring MCP Behavior under Misleading Tool Descriptions
Authors: Zhihao Li, Boyang Ma, Xuelong Dai, Minghui Xu, Yue Zhang, Biwei Yan, Kun Li | Published: 2026-02-03
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Detecting and Explaining Malware Family Evolution Using Rule-Based Drift Analysis
Authors: Olha Jurečková, Martin Jureček | Published: 2026-02-03
LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts
Authors: Jiaqi Gao, Zijian Zhang, Yuqiang Sun, Ye Liu, Chengwei Liu, Han Liu, Yi Li, Yang Liu | Published: 2026-02-03
Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models
Authors: Tianya Zhao, Junqing Zhang, Haowen Xu, Xiaoyan Sun, Jun Dai, Xuyu Wang | Published: 2026-02-03
Q-ShiftDP: A Differentially Private Parameter-Shift Rule for Quantum Machine Learning
Authors: Hoang M. Ngo, Nhat Hoang-Xuan, Quan Nguyen, Nguyen Do, Incheol Shin, My T. Thai | Published: 2026-02-03
David vs. Goliath: Verifiable Agent-to-Agent Jailbreaking via Reinforcement Learning
Authors: Samuel Nellessen, Tal Kachman | Published: 2026-02-02
Guaranteeing Privacy in Hybrid Quantum Learning through Theoretical Mechanisms
Authors: Hoang M. Ngo, Tre' R. Jeter, Incheol Shin, Wanli Xing, Tamer Kahveci, My T. Thai | Published: 2026-02-02
Malware Detection Through Memory Analysis
Authors: Sarah Nassar | Published: 2026-02-02
Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents
Authors: Pengfei He, Ash Fox, Lesly Miculicich, Stefan Friedli, Daniel Fabian, Burak Gokturk, Jiliang Tang, Chen-Yu Lee, Tomas Pfister, Long T. Le | Published: 2026-02-02
Human Society-Inspired Approaches to Agentic AI Security: The 4C Framework
Authors: Alsharif Abuadbba, Nazatul Sultan, Surya Nepal, Sanjay Jha | Published: 2026-02-02