Comparison deep learning method to traditional methods using for network intrusion detection

  title={Comparison deep learning method to traditional methods using for network intrusion detection},
  author={Bo Dong and Xue Wang},
  journal={2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)},
  • Bo Dong, Xue Wang
  • Published 2016 in
    2016 8th IEEE International Conference on…
Recently, deep learning has gained prominence due to the potential it portends for machine learning. For this reason, deep learning techniques have been applied in many fields, such as recognizing some kinds of patterns or classification. Intrusion detection analyses got data from monitoring security events to get situation assessment of network. Lots of traditional machine learning method has been put forward to intrusion detection, but it is necessary to improvement the detection performance… CONTINUE READING
Highly Cited
This paper has 28 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 15 extracted citations

A Deep Learning Approach to Network Intrusion Detection

IEEE Transactions on Emerging Topics in Computational Intelligence • 2018
View 5 Excerpts
Highly Influenced

Deep learning combined with de-noising data for network intrusion detection

2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES) • 2017
View 5 Excerpts
Highly Influenced

A Deep Learning Framework to Enhance Software Defined Networks Security

2018 32nd International Conference on Advanced Information Networking and Applications Workshops (WAINA) • 2018

A network threat analysis method combined with kernel PCA and LSTM-RNN

2018 Tenth International Conference on Advanced Computational Intelligence (ICACI) • 2018
View 1 Excerpt

Context-Aware Deep Learning-Driven Framework for Mitigation of Security Risks in BYOD-Enabled Environments

2018 IEEE 4th International Conference on Collaboration and Internet Computing (CIC) • 2018

Deep Learning Based Latent Feature Extraction for Intrusion Detection

Electrical Engineering (ICEE), Iranian Conference on • 2018
View 1 Excerpt

An Effective Network Attack Detection Method Based on Kernel PCA and LSTM-RNN

2017 International Conference on Computer Systems, Electronics and Control (ICCSEC) • 2017
View 1 Excerpt

Similar Papers

Loading similar papers…