About DeepGuard

DeepGuard is an enterprise-grade deepfake detection platform that leverages frequency-domain signal processing combined with transformer-based deep learning models to identify manipulated media content.

Our system performs all analysis locally — no third-party APIs are used. This ensures complete data privacy and control over the detection pipeline.

Technology Stack

  • OpenCV for video processing and face detection
  • SciPy FFT for frequency-domain analysis
  • PyTorch Transformer encoder for classification
  • Flask web framework for the application layer