Seal: Towards Diverse Specification Inference for Linux Interfaces from Security Patches
Wei Chen, Bowen Zhang, Chengpeng Wang, Wensheng Tang, Charles Zhang
Abstract
Linux utilizes interfaces as communication protocols across different subsystems while ensuring manageability. These interfaces standardize interactions between various subsystems; however, the absence of complete calling contexts can result in the mishandling of data from other entities, i.e., interaction data, thus incurring vulnerabilities. Even worse, the effectiveness of static bug detectors could be severely hindered due to the lack of interface specifications. Previous solutions, seeking to automate the inference of interface specifications, are tailored to a subset of the interaction data behavior and, hence are deficient in generalizability.
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Cited by top-tier papers2
- VulInstruct: Teaching LLMs Root-Cause Reasoning for Vulnerability Detection via Security SpecificationsHao Zhu, Jia Li, Cuiyun Gao, Jiaru Qian et al.FSE 2026
- Patch-Guided Vulnerability Detection: Extracting Java API Security Rules via Attack–Defense Cross-AnalysisBofei Chen, Shuang Liao, Lei Zhang, Chibin Zhang et al.USENIX Security 2026
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