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Bilkisu L. Muhammad-Bello

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Review Open access Sep 2026

Deep Learning for Image Steganalysis: A Structured Comparative Review of Dataset, Domain, and Robustness Coverage

Closing structural gaps in deep learning steganalysis requires a unified architecture combining multi-source training, dual-domain coverage, and pixel-level adversarial testing, representing an essential open challenge for practical deployment.

Asma'u Shehu, Prema A. Kirubakaran, Bilkisu L. Muhammad-Bello et al. · 0 citations

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