ML Based Randsomeware Identification

“We covered how ML supports the identification of SPAMS to enable the model filters unwanted email. You are required to investigate Ransomware and research to find out how the ML model can be used to recognize ransomware; so you will design a system perhaps a machine learning one to record each time a ransomware attack occurs and how the ML model will provide solutions. When new ransomware attacks, let the system retrain to generate another dataset to the extent the system would start seeing common pertains.
Do the model , test it , give the results , explain it in 1-2 pages