Author

Gideon Francis Oghie

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Preprint Sep 2026

A Gmail-Based Phishing Detection Prototype for Nigerian Fintech Emails Using Sender Checks and BiLSTM Classification

Phishing emails that impersonate Nigerian fintech providers can combine deceptive sender addresses, lookalike links, and locally familiar language. This study presents a Gmail browser extension that integrates sender-domain and URL checks with a bidirectional long short-term memory (BiLSTM) classifier. The extension co...

Gideon Francis Oghie, Uche Emmanuel Unoke · 0 citations

Preprint Jul 2026

SafeGuard: A Lightweight Client-Server Architecture for Real-Time Endpoint Threat Detection and Response

SafeGuard is presented, a lightweight three-tier client-server architecture for real-time endpoint monitoring, threat reporting, and administrative response that demonstrates that an open-source technology stack can provide real-time endpoint visibility and coordinated administrative response without commercial licensi...

Gideon Francis Oghie, DivineDavid Shittu Abolanle · 0 citations