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• Published Subscription Review Article 3 May 2025

  Phisherman: A Phishing Email Detection Browser Extension

  By Vaibhav Valmik Shermale, Sarang Gopal More, Darshan Mahesh Jadhav, Om Devidas Chaudhari

  Abstract: Phishing attacks continue to pose significant security risks, exploiting email as a primary vector to deceive users and compromise sensitive information. To counter these threats, Phisherman presents a sophisticated, real-time phishing detection system that integrates both rule-based methods and deep learning for heightened accuracy. Built as a cross-browser extension, compatible with Chrome, Firefox, and Edge through the WebExtension API, Phisherman combines traditional verification checks, such as DNS blacklisting, SPF, DKIM, …

  Published in Journal of Computer Technology & Applications · Vol. 16, Issue 2, 2025 · pp. 99–105 Read article →