The Role of Machine Learning in Modern Cybersecurity Solutions: A Review
Keywords:
Machine Learning, Cybersecurity, Intrusion Detection, Malware Detection, Phishing Detection, Anomaly Detection, Fraud Detection, Threat Intelligence, Future Trends.Abstract
Machine learning (ML) has emerged as a powerful tool in cybersecurity, offeringadvanced capabilities in threat detection and response. This survey paper provides an overviewof the key applications of ML in cybersecurity, including intrusion detection, malware detection,
phishing detection, anomaly detection
References
Dua, S., & Du, X. (2011). Data Mining and Machine Learning in Cybersecurity. CRC Press.
Nicolas, M., & Verma, A. K. (2017). A review on cyber security management strategies and tools for critical infrastructure protection. Journal of Network and Computer Applications, 83, 46-74.
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Published
2024-02-07
How to Cite
Mr. Manish Nandy,Mr. Debarghya Biswas. (2024). The Role of Machine Learning in Modern Cybersecurity Solutions: A Review . Journal of Computational Analysis and Applications (JoCAAA), 33(2), 1409–1422. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/2555
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