Active learning of discriminative subgraph patterns for API misuse detection

• Main Authors: KANG, Hong Jin, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: API-Misuse Detection; Discriminative Subgraph Mining; Graph Classification; Active Learning; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7635; https://ink.library.smu.edu.sg/context/sis_research/article/8638/viewcontent/2204.09945.pdf
• Institution: Singapore Management University

A common cause of bugs and vulnerabilities are the violations of usage constraints associated with Application Programming Interfaces (APIs). API misuses are common in software projects, and while there have been techniques proposed to detect such misuses, studies have shown that they fail to reliab...