MalFCS: An effective malware classification framework with automated feature extraction based on deep convolutional neural networks
Guoqing Xiao, Jingning Li, Yuedan Chen, Kenli Li
Topics & Concepts
Computer scienceMalwareConvolutional neural networkArtificial intelligenceVisualizationFeature extractionMachine learningClassifier (UML)Support vector machineExtractorPattern recognition (psychology)Entropy (arrow of time)Data miningPhysicsQuantum mechanicsOperating systemEngineeringProcess engineeringAdvanced Malware Detection TechniquesNetwork Security and Intrusion DetectionAnomaly Detection Techniques and Applications