Concepedia

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

Mohamed Amine Ferrag, Sotiris Moschoyiannis, Helge Janicke

Journal of Information Security and Applications · 2019 · 1K citations · 101 references

DOIFull text

Open access

Concepts

References

101

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

, , +11

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

, , +15

Finding Structure in Time

Jeffrey L. Elman · Cognitive Science · 1990 · 10.8K citations

, , +16

Recent advances in convolutional neural networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. · Pattern Recognition · 2017 · 6.3K citations

, , +10

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

Pascal Vincent, Hugo Larochelle, Isabelle Lajoie et al. · 2010 · 5K citations

, , +7