kylin-zhou / multi-stage-attack-detection

multi-stage attack detection, word embedding,attention

multi-stage-attack-detection

The realted program of multi-stage-attack-detection.

• multi_stage_darpa. the implement of paper Detecting multi-stage attacks using sequence-to-sequence model.
• NetFlow2vec. convert network pcap packet to vec.
• auto_apt*.

all code can run in google colab;\

IDS 2012 dataset: The original dataset can be obtained from here

preprocessed csv file can be obtained here

Cite this work

@article{Zhou2021DetectingMA,
  title={Detecting multi-stage attacks using sequence-to-sequence model},
  author={Peng Zhou and Gongyan Zhou and Dakui Wu and Minrui Fei},
  journal={Comput. Secur.},
  year={2021},
  volume={105},
  pages={102203}
}