A Review on Machine Learning and Deep Learning Methods to Fortify Cyberspace

Things that have garnered and sparked a great deal of academic attention in the previous decade are Machine learning (ML) and Deep learning (DL). In most people's daily lives, online communities and social media have taken the lead recently, however, this trend comes with serious societal risks. Protecting sensitive data, data networks, and computers against malicious cyber attacks is a difficult task. Cyber security is essential for the safety of our data. Deep learning and machine learning, two relatively new technologies, are merged with cyber-attacks to give a solution to these issues. This article provides a summary of recent research into applying DL to the problem of cyber security, and it examines the many obstacles that must be overcome before this promising field can be fully implemented.