Audio watermarking system for deepfake detection and media authentication.
EfficientNet+MTCNN deepfake detection achieving 87% accuracy with 12.96% EER - Multi-modal video forensics for misinformation prevention
Official repository for AADD-2025: 1st Adversarial Attacks on Deepfake Detectors Challenge - ACM Multimedia 2025 Grand Challenge. Investigating adversarial vulnerabilities in deepfake detection models through adversarial perturbations that evade classifiers while preserving visual similarity.
Multimodal deepfake detection with explainable AI, robustness validation, and calibrated trust scoring for real-world media.
Deepfake detection and media authentication with forensic analysis
Advanced multi-model deepfake detection framework combining ensemble machine learning with deep neural networks for robust image authentication and media forensics.
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