Concepedia

Web traffic anomaly detection using C-LSTM neural networks

Tae Young Kim, Sung‐Bae Cho

Expert Systems with Applications · 2018 · 344 citations · 38 references

Concepts

ComputingComputer ScienceInformation TechnologyComputer SecurityMachine LearningNatural Language ProcessingAnomaly DetectionDeep LearningIntrusion DetectionNeural NetworksPattern RecognitionWebsite Traffic AnalysisDeep Learning For Intrusion DetectionDeep Learning-based Anomaly DetectionDeep Learning-based DetectionMachine Learning For Traffic AnalysisTraffic Classification

References

38

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

LSTM: A Search Space Odyssey

Klaus Greff, Rupesh K. Srivastava, Jan Koutník et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 6.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11