Understanding uses and misuses of similarity hashing functions for malware detection and family clustering in actual scenarios
Marcus Botacin, Vitor Hugo Galhardo Moia, Fabrício Ceschin, Marco Aurélio Amaral Henriques, André Grégio
Topics & Concepts
Cluster analysisComputer scienceSimilarity (geometry)MalwareHash functionLocality-sensitive hashingData miningConsistent hashingSet (abstract data type)PopularityHash tableNearest neighbor searchInformation retrievalMachine learningArtificial intelligenceDouble hashingComputer securityProgramming languagePsychologyImage (mathematics)Social psychologyAdvanced Malware Detection TechniquesSpam and Phishing DetectionNetwork Security and Intrusion Detection