TruthLens advances DeepFake detection by going beyond simple real/fake classification to provide detailed explanations of manipulated content.

• Offers explainable detection that identifies specific manipulation types in images
• Generates textual reports describing detected manipulations
• Demonstrates superior generalization capabilities across various DeepFake types
• Provides a crucial security tool as AI-generated content becomes increasingly sophisticated

This research represents a significant advancement for security professionals who need not just to detect fake media but understand how and where it has been manipulated - essential for combating misinformation and protecting digital integrity.

TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data