I’m planning to do research surrounding the detection of ransomware attacks for my final year project. I was thinking of **using behavioural analysis and machine learning models** to come up with a solution for detecting/predicting ransomware attacks. I’ve gone through a few research papers surrounding this topic, but I am by no means an expert surrounding this area.
For the cyber security experts out there, what do you think is the future for ransomware detection?
PS: I know that there are the common prevention methods such as taking backups and user education. However, I am looking for a more technical solution that can detect ransomware behaviour once it enters a system.