Malware classification with supervised learning requires a large dataset. which needs an expensive and time-consuming labeling process. In this paper. we explore the efficacy of self-supervised learning techniques for malware classification. https://www.roneverhart.com/Western-Digital-Ultrastar-DC-HC550-WUH721816ALE6L0-0F38460-16TB-7-2K-RPM-SATA-6Gb-s-512e-ISE-3-5in-Hard-Drive/