Hi! In this post, I describe some aspects of the analysis of entropy analysis associated with Machine Learning and Artificial Intelligence techniques aimed at detecting Ransomware.
This is an exciting topic. As announced in VeeamON 2023, Veeam is working to improve the VDP´s ransomware detection capabilities with AI/ML to perform an in-line entropy analysis of the data stream on backup proxies to detect previously unencrypted data becoming encrypted.
It can undoubtedly be another powerful tool in the battle against ransomware.
Ransomware Detection: Entropy with Machine Learning and AI – Cloud and Roll (cloudnroll.com)