Fact-checking against established sources and verified data to support to support ground truth validation.
UnKover
Detecting Deepfakes in Real Time with Transparency and Explanability
Explanability with Justification
Zero-Shot, Adaptive Threat Detection & Generalisation
- Detects manipulated media without prior training on specific datasets.
- Continuously adapts to emerging deepfake techniques without retraining.
Temporal Localisation
- Identifies and flags segments where manipulations occurs.
- Enables analysis for rapid investigative workflows
Detection Model Developed by Proven Experts in Audio-Visual Deepfake Detection
- Achieved 92.78% AUC, securing #3 globally in the AV-Deepfake1M++ Grand Challenge (Over 300+ submissions).
- Published at ACM Multimedia 2025, detailing our novel approach for temporal audio-visual deeepfake detection.