Swarm Optimization and Machine Learning Applied to PE Malware Detection towards Cyber Threat Intelligence

Swarm Optimization and Machine Learning Applied to PE Malware Detection towards Cyber Threat Intelligence

Cyber threat intelligence includes analysis of applications and their metadata for potential threats. Static malware detection of Windows executable files can be done through the analysis of Portable Executable (PE) application file headers. Benchmark datasets are available with PE file attributes;...

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Bibliographic Details
Main Authors: Santosh Jhansi Kattamuri, Ravi Kiran Varma Penmatsa, Sujata Chakravarty, Venkata Sai Pavan Madabathula
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Electronics
Subjects:
malware detection
cyber threat intelligence
PE file
machine learning
Ant Colony Optimization (ACO)
Cuckoo Search Optimization (CSO)
Online Access:https://www.mdpi.com/2079-9292/12/2/342

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https://www.mdpi.com/2079-9292/12/2/342

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