Update README.md

README.md

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 license: apache-2.0
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-## Vision Transformer (ViT) Models for Deepfake Detection
+## Vision Transformer (ViT) Models for Digital Forensics
 
-This repository provides Vision Transformer (ViT) models fine-tuned to detect manipulated (fake) versus authentic (real) image frames extracted from the DeepFake Detection (DFD) dataset. The models were trained using Intel® ARC GPU (XPU-enabled) and optimized for binary image classification in digital forensics workflows.
+This repository provides Vision Transformer (ViT) models fine-tuned to detect manipulated (fake) versus authentic (real) image frames extracted from the FaceForensics++ dataset. The models were trained using Intel® ARC GPU (XPU-enabled) and optimized for binary image classification in digital forensics workflows.
 
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@@ -80,8 +80,3 @@ It allows for responsible research and commercial use, but **strictly prohibits*
 
 Please read the license carefully before using the model.
  
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-## 🙋 Author
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-Trained and curated by an Intel-XPU researcher working on multimodal and digital forensics pipelines.