Improving Malware Detection Accuracy by Extracting Icon Information

Pedro Silva, Sepehr Akhavan-Masouleh, Li Li

Detecting PE malware files is now commonly approached using statistical and machine learning models. While these models commonly use features extracted from the structure of PE fil…