Layer-constrained variational autoencoding kernel density estimation model for anomaly detection
Peng Lv, Yanwei Yu, Yangyang Fan, Xianfeng Tang, Xiangrong Tong
Topics & Concepts
AutoencoderKernel density estimationAnomaly detectionDensity estimationComputer scienceKernel (algebra)Dimensionality reductionProbability density functionMultivariate kernel density estimationDimension (graph theory)Benchmark (surveying)Probability distributionPattern recognition (psychology)Anomaly (physics)Artificial intelligenceIntrinsic dimensionRepresentation (politics)Variable kernel density estimationAlgorithmKernel methodMathematicsDeep learningCurse of dimensionalityStatisticsSupport vector machinePhysicsGeographyCombinatoricsEstimatorCondensed matter physicsPolitical scienceLawPoliticsGeodesyPure mathematicsAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionArtificial Immune Systems Applications