A pipeline combining a deepfake classifier, Grad-CAM heatmaps, image captioning, and an LLM generates layered explanations of deepfake verdicts for non-expert users.
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From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users
A pipeline combining a deepfake classifier, Grad-CAM heatmaps, image captioning, and an LLM generates layered explanations of deepfake verdicts for non-expert users.