Multi-scale Self-Organizing Map assisted Deep Autoencoding Gaussian Mixture Model for unsupervised intrusion detection
Yang Chen, Nami Ashizawa, Chai Kiat Yeo, Naoto Yanai, Seanglidet Yean
Topics & Concepts
Computer scienceMixture modelBottleneckAutoencoderIntrusion detection systemGaussianData miningArtificial intelligenceSelf-organizing mapScale (ratio)Pattern recognition (psychology)Topology (electrical circuits)Artificial neural networkMathematicsQuantum mechanicsCombinatoricsEmbedded systemPhysicsNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsInternet Traffic Analysis and Secure E-voting