Malware Analysis by Combining Multiple Detectors and Observation Windows

Malware developers continually attempt to modify the execution pattern of malicious code hiding it inside apparent normal applications, which makes its detection and classification challenging. This article proposes an ensemble detector, which exploits the capabilities of the main analysis algorithm...

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Vydané v:	IEEE transactions on computers Ročník 71; číslo 6; s. 1276 - 1290
Hlavný autor:	Ficco, Massimo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.06.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms API sequence correlation deep learning Detection algorithms Detectors diversity of detection algorithms ensemble detector Feature extraction Malware malware activation Malware detection malware evasion mean-time-to-detect memory dump observation windows Resilience Sensors Smartphones Switches Training training time Windows (intervals)
ISSN:	0018-9340, 1557-9956
On-line prístup:	Získať plný text
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