Project
Physics-Based Real-Time Deepfake Detection on FPGA
Built a deepfake detector on 25 interpretable image features (sensor noise, Laplacian, gradient, spectral, steganalysis, texture) instead of a heavy neural network, targeting low-power edge devices. Trained a stacked ensemble (Random Forest, Extra Trees,