Saima Zaheer

A Unified Multi-Channel Phishing Detection Framework Using Machine Learning and Rule-Based Threat Analysis

2026 · Zenodo (CERN European Organization for Nuclear Research)

Phishing attacks continue to evolve across multiple communication channels including emails, SMS messages, URLs, and websites. This paper presents a unified phishing detection framework that combines machine learning and rule-based threat analysis to identify phishing …