Comprehensive Review of Advanced Machine Learning Techniques for Detecting and Mitigating Zero-Day Exploits

Mohamed, Nachaat and Taherdoost, Hamed and Madanchian, Mitra (2024) Comprehensive Review of Advanced Machine Learning Techniques for Detecting and Mitigating Zero-Day Exploits. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

This paper provides an in-depth examination of the latest machine learning (ML) methodologies applied to the detection and mitigation of zero-day exploits, which represent a critical vulnerability in cybersecurity. We discuss the evolution of machine learning techniques from basic statistical models

Item Type: Article
Date Deposited: 04 Mar 2026 17:45
Last Modified: 11 Apr 2026 01:50
URI: http://eprints.eai.eu/id/eprint/49750

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