Bilateral dependency neural networks for cross-language algorithm classification

• Main Authors: BUI, Duy Quoc Nghi, YU, Yijun, JIANG, Lingxiao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: cross-language mapping; program classification; algorithm classification; code embedding; code dependency; neural network; bilateral neural network; Software Engineering; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/4367; https://ink.library.smu.edu.sg/context/sis_research/article/5370/viewcontent/saner19dtbcnn.pdf
• Institution: Singapore Management University

Algorithm classification is to automatically identify the classes of a program based on the algorithm(s) and/or data structure(s) implemented in the program. It can be useful for various tasks, such as code reuse, code theft detection, and malware detection. Code similarity metrics, on the basis of...