Machine learning (ML) offers a great deal of promise in improving security by greatly reducing human effort and lowering the time to detect, respond to, and recover from incidents.
This whitepaper explores the data science-driven approach for employing machine learning in a security environment:
- When applied to user and entity behaviour analytics;
- Privilege account abuse;
- Potential pitfalls of ML