Deep learning for malicious flow detection

@article{Chen2017DeepLF,
  title={Deep learning for malicious flow detection},
  author={Yun-Chun Chen and Yu-Jhe Li and Aragorn Tseng and Tsungnan Lin},
  journal={2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)},
  year={2017},
  pages={1-7}
}
Cyber security has grown up to be a hot issue in recent years. How to identify potential malware becomes a challenging task. To tackle this challenge, we adopt deep learning approaches and perform flow detection on real data. However, real data often encounters an issue of imbalanced data distribution which will lead to a gradient dilution issue. When… CONTINUE READING