Research on network intrusion detection based on Whitening PCA and CNN

Author:

Zhang Peiqing1,Tian Guangke1,Dong Haiying2

Affiliation:

1. Lanzhou Jiaotong University,Key Laboratory of Optoelectronic Technology and Intelligent Control of Ministry of Education,Lanzhou,China

2. Lanzhou Jiaotong University,School of New Energy and Power Engineering,Lanzhou,China

Publisher

IEEE

Reference15 articles.

1. Computer immunology

2. DeePcorr:Strong flow correlation attacks on TOR using deep learning[C];nasr;Proc of the 20l8 ACM SIGSAC Conf on Computer and Communications Security,0

3. Deep auto-encoder neural networks in reinforcement learning

4. A Fast Learning Algorithm for Deep Belief Nets

5. HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection

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