Context-aware fuzzing for robustness enhancement of deep learning models

Haipeng WANG, Zhengyuan WEI, Qilin ZHOU, Wing-Kwong CHAN

Research output: Contribution to journalArticlespeer-review

Original languageEnglish
Article number8
JournalACM Transactions on Software Engineering and Methodology
Volume34
Issue number1
Early online dateJul 2024
DOIs
Publication statusPublished - Dec 2024

Citation

Wang, H., Wei, Z., Zhou, Q., & Chan, W.-K. (2024). Context-aware fuzzing for robustness enhancement of deep learning models. ACM Transactions on Software Engineering and Methodology, 34(1), Article 8. https://doi.org/10.1145/3680464

Keywords

  • Context-awareness
  • Fuzzing algorithm
  • Robustness
  • Assessment
  • Metric