A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding

Jixin Zhang, Zheng Qin, Hui Yin, Lu Ou, Kehuan Zhang. A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding. Computers & Security, 84:376-392, 2019. [doi]

@article{ZhangQYOZ19,
  title = {A feature-hybrid malware variants detection using CNN based opcode embedding and BPNN based API embedding},
  author = {Jixin Zhang and Zheng Qin and Hui Yin and Lu Ou and Kehuan Zhang},
  year = {2019},
  doi = {10.1016/j.cose.2019.04.005},
  url = {https://doi.org/10.1016/j.cose.2019.04.005},
  researchr = {https://researchr.org/publication/ZhangQYOZ19},
  cites = {0},
  citedby = {0},
  journal = {Computers & Security},
  volume = {84},
  pages = {376-392},
}