Research on unsupervised feature learning for Android malware detection based on Restricted Boltzmann Machines
Zhen Liu, Ruoyu Wang, Nathalie Japkowicz, Deyu Tang, Wenbin Zhang, Jie Zhao
Topics & Concepts
Computer scienceMalwareDimensionality reductionArtificial intelligenceCluster analysisUnsupervised learningSubspace topologyMachine learningBoltzmann machineCurse of dimensionalityClassifier (UML)Data miningFeature (linguistics)Pattern recognition (psychology)Restricted Boltzmann machineFeature vectorDeep learningLinguisticsOperating systemPhilosophyAdvanced Malware Detection TechniquesNetwork Security and Intrusion DetectionSoftware Testing and Debugging Techniques