The Significance of Machine Learning and Deep Learning Techniques in Cybersecurity: A Comprehensive Review

People in the modern era spend most of their lives virtual environments that offer a range public and private services social platforms. Therefore, these need to be protected from cyber attackers can steal data or disrupt systems. Cybersecurity refers collection technical, organizational, executive means for preventing unauthorized use misuse electronic information communication systems ensure continuity work, guarantee confidentiality privacy personal data, protect consumers threats intrusions. Accordingly, this article explores cybersecurity practices computer attacks, hacking, thefts investigates role artificial intelligence domain. This also summarizes significant literature explore roles effects machine learning deep techniques cybersecurity. Results show play protecting entry controlling system penetration by predicting understanding behaviour traffic malicious software.