Author

Oluwatosin Akande

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Conference Sep 2026

Metadata-Driven Business Email Compromise Detection Under Adversarial Evasion: Robustness Analysis and Adaptive Recovery

Business Email Compromise (BEC) exploits organisational trust, impersonation, and metadata manipulation to evade detection systems. Although machine learning models can achieve high accuracy in email security tasks, their robustness against adaptive adversaries remains underexplored. This paper presents a unified robus...

Oluwatosin Henry Oladiran, Oluwatosin Akande, Afeez Akande et al. · Coins · 0 citations

#machine learning Dec 2025

Deep learning methods for inverse problems using connections between proximal operators and Hamilton-Jacobi equations

This work proposes to leverage connections between proximal operators and Hamilton--Jacobi partial differential equations (HJ PDEs) to develop deep learning architectures for learning the prior and presents numerical results in dimensions up to $64, where the recovered prior is evaluated in a single forward pass.

Oluwatosin Akande, G. P. Langlois, Akwum Onwunta · arXiv.org · 0 citations