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Aditya Singh

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Open access Aug 2026

Custom soft spatial attention mechanism for DeepFake detection using EfficientNet-B7

An attention-enhanced EfficientNet-B7 framework with a Custom Soft Spatial Attention (CSSA) module designed to localize manipulation-sensitive facial regions, including eye boundaries, mouth contours, blending boundaries, and skin-texture discontinuities, provides a transparent accuracy-efficiency trade-off for operati...

Kislay Raj, Raja Vavekanand, Aditya Singh · 0 citations

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