Jay L. Borate

Detection of Face-Swap Based Deepfake Videos Using Hybrid CNN-LSTM Architecture

A novel multimodal approach to deepfake detection, integrating spatial, temporal, and audio features, which is highly efficient in addressing deepfake challenges in the digital forensic field and tested on various benchmarking datasets, yielding higher accuracy than current methods.