Comparative Insights on Adversarial Machine Learning from Industry and Academia: A User-Study Approach
Authors: Vishruti Kakkad, Paul Chung, Hanan Hibshi, Maverick Woo | Published: 2026-02-04
How Few-shot Demonstrations Affect Prompt-based Defenses Against LLM Jailbreak Attacks
Authors: Yanshu Wang, Shuaishuai Yang, Jingjing He, Tong Yang | Published: 2026-02-04
Semantic Consensus Decoding: Backdoor Defense for Verilog Code Generation
Authors: Guang Yang, Xing Hu, Xiang Chen, Xin Xia | Published: 2026-02-04
Attack-Resistant Uniform Fairness for Linear and Smooth Contextual Bandits
Authors: Qingwen Zhang, Wenjia Wang | Published: 2026-02-04
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
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