Malware Classification Using Probability Scoring and Machine Learning

Malware Classification Using Probability Scoring and Machine Learning

Malware classification plays an important role in tracing the attack sources of computer security. However, existing static analysis methods are fast in classification, but they are inefficient in some malware using packing and obfuscation techniques; the dynamic analysis methods have better univers...

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Bibliographic Details
Main Authors: Di Xue, Jingmei Li, Tu Lv, Weifei Wu, Jiaxiang Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Grayscale image
native API call
malware
machine learning
probability scoring
static and dynamic analysis
Online Access:https://ieeexplore.ieee.org/document/8758215/

Internet

https://ieeexplore.ieee.org/document/8758215/

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