Leveraging Frequency Domain in Deepfake Education

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This presentation delivers a comprehensive overview of a study focused on enhancing image detection accuracy through frequency domain filtered networks. It addresses challenges with low-quality images by leveraging resilient frequency domain features. The proposed method integrates wavelet transform preprocessing with neural network classification, combining frequency and RGB features. Key contributions include an innovative dual-domain approach that significantly improves feature extraction...