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Machine Learning for Detecting Malware in PE Files
Conference proceeding

Machine Learning for Detecting Malware in PE Files

Collin Connors and Dilip Sarkar
Proceedings (IEEE International Conference on Emerging Technologies and Factory Automation), pp.2194-2199
2023-12-15
DOI: https://doi.org/10.1109/ICMLA58977.2023.00331

Abstract

Benchmark testing Computer security Feature extraction Machine learning Malware PE Files Reviews Vectors
The increasing number of sophisticated malware poses a significant cybersecurity threat. Portable executable (PE) files are a common vector for such malware. We review and evaluate machine learning-based PE malware detection techniques in this work. Using a large benchmark dataset, we evaluate features of PE files using the most common machine- learning techniques to detect malware.

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