Jaber M. Al-Dulimi

A Multi-Vector Framework for Localized Phishing Detection URLs: Integrating Telegram-Sourced Intelligence and Iraqi Contextual Features

The outcome indicates that phishing detection improves when models incorporate attributes that match the target region, and the benefit is largest in emerging digital markets where attackers combine local social engineering with rapid infrastructure changes.