AIBullisharXiv – CS AI · 6h ago7/10
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Detecting AI-Generated Videos with Spiking Neural Networks
Researchers have developed MAST, a detection system using Spiking Neural Networks to identify AI-generated videos by analyzing temporal artifacts that existing detectors miss. The approach achieves 93.14% accuracy across 10 unseen video generators, demonstrating that SNNs' event-driven architecture is particularly suited for detecting the pixel-level smoothness and semantic feature compactness that characterize synthetic videos.