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Published Subscription Review Article
AI-Based Machine Learning Web Application Firewall (ML-WAF)By M. Fatima, Ritik Lodhi, Ashika Bajpai, Keshav Pachlaniya, Ruchika Nagle, Sourabh Kumar
Abstract: This research investigates the use of deep learning techniques for the real-time detection of malicious activities in web traffic and proposes an intelligent, AI-driven Web Application Firewall (WAF) designed to provide automated and adaptive security. The system analyzes diverse components of HTTP requests, including request methods, URLs, headers, cookies, and payload content, to accurately identify and classify malicious behavior. The proposed model targets a wide range of common and critical …
Published in Journal of Computer Technology & Applications · Vol. 17, Issue 1, 2026 Read article →