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Dagstuhl Research Online Publication Server· 2025

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Chen, Tianyu, Wang, Zeyu, Li, Lin, Li, Ding et al.

Short summary

A new approach, APISS, effectively detects functionality-specific software vulnerabilities by retrieving equivalent APIs using API documentation and signatures, achieving 0.81 Top-1 Accuracy compared to baselines' 0.55.

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Field: Artificial Intelligence

Artificial IntelligenceComputer Science