6 papers
AgentTrap: Stateful Feedback Deception against Autonomous Penetration Testing Agents
Yuelin Wang, Jiongchi Yu, Yanbang Sun
Autonomous penetration testing agents conduct multi-step attacks by continuously adapting their plans and actions to target responses. As a common defense, honeypots can be deploye…
SemFuzz: A Semantics-Aware Fuzzing Framework for Network Protocol Implementations
Yanbang Sun, Quan Luo, Yuelin Wang +6
Network protocols are the foundation of modern communication, yet their implementations often contain semantic vulnerabilities stemming from inadequate understanding of specificati…
Towards Understanding and Characterizing Vulnerabilities in Intelligent Connected Vehicles through Real-World Exploits
Yuelin Wang, Yuqiao Ning, Yanbang Sun +7
Intelligent Connected Vehicles (ICVs) are a core component of modern transportation systems, and their security is crucial as it directly relates to user safety. Despite prior rese…
Explore-Construct-Filter: An Automated Framework for Rich and Reliable API Knowledge Graph Construction
Yanbang Sun, Qing Huang, Xiaoxue Ren +3
The API Knowledge Graph (API KG) is a structured network that models API entities and their relations, providing essential semantic insights for tasks such as API recommendation, c…
Let's Discover More API Relations: A Large Language Model-based AI Chain for Unsupervised API Relation Inference
Qing Huang, Yanbang Sun, Zhenchang Xing +5
APIs have intricate relations that can be described in text and represented as knowledge graphs to aid software engineering tasks. Existing relation extraction methods have limitat…
API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model
Qing Huang, Yanbang Sun, Zhenchang Xing +3
Extraction of Application Programming Interfaces (APIs) and their semantic relations from unstructured text (e.g., Stack Overflow) is a fundamental work for software engineering ta…