Abstract: While face recognition has progressed with better architectures, loss functions, and datasets, issues like label noise, privacy, and imbalance remain. Synthetic datasets address these ...

Abstract: As deepfake and adversarial attacks evolve, facial recognition systems are encountering increasingly diverse threats. Most existing face liveness detection algorithms focus on single tasks, ...

Functionality: It will take a video file (or webcam feed) and highlight regions of motion by calculating the absolute difference between the current frame and a reference/background frame. Relevance: ...