A CNN video model that detects face-swap deepfakes, with 22% better accuracy and 18% fewer false positives. A synthetic video generator added 40% more variety to the training data. The research, covering deepfake and counterfeit currency detection, was published at IEEE iSAI-NLP 2025. cite →