3 papers
cs.CR2026
SkillsMetric: Mapping the Detection Boundary of Static Analysis for Malicious Agent Skills
Xinze Chen, Chi Zhang, Ping Ji +1
Agent Skills---structured packages of instructions and scripts that augment LLM-based agents---are rapidly proliferating, yet their security properties remain under-explored. We pr…
cs.CR2025
A Large Scale Study of AI-based Binary Function Similarity Detection Techniques for Security Researchers and Practitioners
Jingyi Shi, Yufeng Chen, Yang Xiao +10
Binary Function Similarity Detection (BFSD) is a foundational technique in software security, underpinning a wide range of applications including vulnerability detection, malware a…
cs.SE2025
LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents
Ke Zhang, Chenxi Zhang, Chong Wang +6
Automated testing for REST APIs has become essential for ensuring the correctness and reliability of modern web services. While existing approaches primarily focus on detecting ser…