A comparative study of adversarial training methods for neural models of source code

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Zhen Li, Xiang Huang, Yangrui Li, Guenevere Chen

Published: 01 Jan 2023, Last Modified: 16 Feb 2025Future Gener. Comput. Syst. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Defining four dimensions to classify adversarial training methods in code domain•Evaluating all categories of adversarial training methods for code by experiments•Obtaining and summarizing four dimensional insights based on experimental evaluation