XRLFuzz: Fuzzing Binaries Guided by Format Information Based on Deep Reinforcement Learning

Rui Liu, Baojiang Cui, Chen Chen 0061, Jinxin Ma. XRLFuzz: Fuzzing Binaries Guided by Format Information Based on Deep Reinforcement Learning. In Leonard Barolli, editor, Advances in Internet, Data & Web Technologies - The 12th International Conference on Emerging Internet, Data & Web Technologies, EIDWT 2024, Naples, Italy, 21-23 February 2024. Volume 193 of Lecture Notes on Data Engineering and Communications Technologies, pages 307-317, Springer, 2024. [doi]

@inproceedings{LiuC0M24,
  title = {XRLFuzz: Fuzzing Binaries Guided by Format Information Based on Deep Reinforcement Learning},
  author = {Rui Liu and Baojiang Cui and Chen Chen 0061 and Jinxin Ma},
  year = {2024},
  doi = {10.1007/978-3-031-53555-0_29},
  url = {https://doi.org/10.1007/978-3-031-53555-0_29},
  researchr = {https://researchr.org/publication/LiuC0M24},
  cites = {0},
  citedby = {0},
  pages = {307-317},
  booktitle = {Advances in Internet, Data & Web Technologies - The 12th International Conference on Emerging Internet, Data & Web Technologies, EIDWT 2024, Naples, Italy, 21-23 February 2024},
  editor = {Leonard Barolli},
  volume = {193},
  series = {Lecture Notes on Data Engineering and Communications Technologies},
  publisher = {Springer},
  isbn = {978-3-031-53555-0},
}