https://github.com/bonelee/dns_tunnel_dectect_with_cnn

dns tunnel dectect with CNN
https://github.com/bonelee/dns_tunnel_dectect_with_cnn

Last synced: about 2 months ago
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dns tunnel dectect with CNN

• Host: GitHub
• URL: https://github.com/bonelee/dns_tunnel_dectect_with_cnn
• Owner: BoneLee
• Created: 2018-01-02T12:21:55.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2020-01-02T02:33:50.000Z (about 5 years ago)
• Last Synced: 2024-08-05T09:14:49.533Z (5 months ago)
• Language: Python
• Size: 624 KB
• Stars: 61
• Watchers: 6
• Forks: 36
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

        
# dns_tunnel_dectect_with_CNN

dns tunnel dectect with CNN model

通过深度学习CNN模型来检测DNS隐蔽通道，见[《AI安全初探——利用深度学习检测DNS隐蔽通道》](http://www.freebuf.com/articles/network/158163.html)

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使用方法：

(1) 安装requirements lib：pip install -r requirements.txt

(2) 训练模型: python dns_tunnel_train_model.py

(3) 预测xshell： python dns_tunnel_predict_xshell.py 

 

**注：dns tunnel工具的DNS流量样本收集请参考 [《DNS隐蔽通道检测——数据收集，利用iodine进行DNS隐蔽通道样本收集》](http://www.cnblogs.com/bonelee/p/8081744.html)。**