TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version)

Zeliang Kan, Shae McFadden, Daniel Arp +5

Machine learning (ML) plays a pivotal role in detecting malicious software. Despite the high F1-scores reported in numerous studies reaching upwards of 0.99, the issue is not compl…