Malytics: A Malware Detection Scheme

Malytics: A Malware Detection Scheme

An important problem of cyber-security is malware analysis. Besides good precision and recognition rate, ideally, a malware detection scheme needs to be able to generalize well for novel malware families (a.k.a zero-day attacks). It is important that the system does not require excessive computation...

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Bibliographic Details
Main Authors: Mahmood Yousefi-Azar, Leonard G. C. Hamey, Vijay Varadharajan, Shiping Chen
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Malware detection
static analysis
binary level n-grams
term frequency shimhashing
extreme learning machine
Online Access:https://ieeexplore.ieee.org/document/8463441/

Internet

https://ieeexplore.ieee.org/document/8463441/

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