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Cross-Standard Code Defect Identification and AST-Based Template-Driven Automated Repair Methods

  • Tianyi Guan
  • , Yongfeng Yin*
  • , Qingran Su
  • , Ruinan Qiu
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper explores optimizing static code defect detection across multiple standards (e.g., GJB8114, CWE, MISRA2012) and AST-based template repair strategies to improve software quality and efficiency. It introduces a universal mechanism for detecting code defects and an AST-based manual template method for precise automated repair. Through experiments on real-world code and benchmarks, the proposed methods show superior accuracy and repair precision over popular neural network-based approaches, highlighting their practical applicability.

源语言英语
主期刊名Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 5
编辑Liang Yan, Haibin Duan, Yimin Deng
出版商Springer Science and Business Media Deutschland GmbH
169-180
页数12
ISBN(印刷版)9789819622153
DOI
出版状态已出版 - 2025
活动International Conference on Guidance, Navigation and Control, ICGNC 2024 - Changsha, 中国
期限: 9 8月 202411 8月 2024

出版系列

姓名Lecture Notes in Electrical Engineering
1341 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议International Conference on Guidance, Navigation and Control, ICGNC 2024
国家/地区中国
Changsha
时期9/08/2411/08/24

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