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Home/Authors/Mohammad Mannan

Mohammad Mannan

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Abu Taib Mohammed Shahjahan1×
Abdessamad Ben Hamza1×
Amr Youssef1×

Research Timeline

2026
On Improving Robustness of Deepfake Image Detectors

The paper proposes a unified, architecture-agnostic framework that significantly improves the robustness of deepfake image detectors against adversarial attacks by focusing on higher-order frequency statistics and noise residuals.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentJun 1, 2026

On Improving Robustness of Deepfake Image Detectors

Abu Taib Mohammed Shahjahan, Mohammad Mannan, Abdessamad Ben Hamza, Amr Youssef

The paper proposes a unified, architecture-agnostic framework that significantly improves the robustness of deepfake image detectors against adversarial attacks by focusing on higher-order frequency s…

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