A Review of Machine Learning-based Security in Cloud Computing

Cloud computing has become a vital part of modern digital infrastructure, offering scalable, on-demand computing resources.However, security remains a primary concern, as cyber threats continue to evolve in complexity.Machine learning (ML) has emerged as a powerful tool in enhancing cloud security by detecting, preventing, and mitigating various cyber threats.This paper provides a detailed review of ML-based security mechanisms in cloud computing, covering key algorithms, applications, benefits, challenges, and future research directions.