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When a RF beats a CNN and GRU, together—A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification

Adi Lichy, Ofek Bader, Ran Dubin, Amit Dvir, Chen Hajaj

2022Computers & Security46 citationsDOI

Topics & Concepts

Computer scienceMalwareArtificial intelligenceMachine learningDeep learningIntrusion detection systemTraffic classificationConvolutional neural networkSet (abstract data type)The InternetEncryptionQuality of serviceData miningComputer securityComputer networkWorld Wide WebProgramming languageInternet Traffic Analysis and Secure E-votingNetwork Security and Intrusion DetectionAdvanced Malware Detection Techniques
When a RF beats a CNN and GRU, together—A comparison of deep learning and classical machine learning approaches for encrypted malware traffic classification | Litcius