Deep AutoEncoders for Network Intrusion Detection

Deep AutoEncoders for Network Intrusion Detection

Srivignessh Pss

Srivignessh Pss

Tempe, Arizona

Network learns the stable state using auto-encoders and detects the anomalous behavior in unsupervised manner

Networking, Artificial Intelligence

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Description

Traditional, Network Intrusion detection algorithms are Supervised. This algorithm is unsupervised approach to learning complex network behavior leveraging deep learning techniques like Autoencoders.

Links

Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey

A Deep Learning Approach for Network Intrusion Detection System

Anamaly Detection

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