Microsoft and Intel have devised a new approach to malware detection, dubbed STAMINA, that involves deep learning and the representation of malware as images. The approach relies on a new technique that converts malware samples into grayscale images, then the process of detection is based on the process. The study is based. on a previous work of. Intels researchers on. the security of a. classic malware detection signature-based approach, static and dynamic approaches might not be accurate or time-efficient due to the evolution of malicious code.”]
Source: https://securityaffairs.co/wordpress/103043/malware/stamina-malware-detection.html