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Author

Akash Sanghi

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Open access Jul 2026

Real-Time Spatio-Temporal Deepfake Detection for Live Biometric Authentication via EfficientNet-GRU

A highly optimized Two-Stream Spatio-Temporal architecture specifically designed for zero-latency live video evaluation, which extracts fine-grained spatial artifacts using a lightweight EfficientNet-B0 backbone, while a unidirectional Gated Recurrent Unit (GRU) models frame-to-frame physiological inconsistencies.

Saurabh Jha, Akash Sanghi, Pragati Upadhyay et al. · 0 citations

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