Update README.md

README.md

@@ -32,13 +32,13 @@ This Dataset is specifically designed to enhance Face Anti-Spoofing and Liveness
 
 ## Full version of dataset is availible for commercial usage - leave a request on our website [Axonlabs ](https://axonlabs.pro/?utm_source=hugging-face&utm_medium=cpc&utm_campaign=profile&utm_content=profile_link)to purchase the dataset 💰
 
-## Simplified Alternative to Silicone and Latex Masks
-Modern Face Recognition and Liveness Detection systems remain vulnerable to 3D presentation attacks using silicone masks and latex face masks. However, these premium spoofing materials require expensive manufacturing processes and specialized equipment, limiting their accessibility
-
-##Spoof Success Demonstration
+## Spoof Success Demonstration
 This screenshot demonstrates that our cloth mask attack successfully bypasses a state-of-the-art face liveness detection model from KBY-AI — a widely used commercial solution known for its high performance in biometric verification systems. The model classified the spoofed face as Real with a high confidence score (0.89), confirming that even top-tier PAD systems can be vulnerable to this type of attack
 ![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F20109613%2Fae4dfa7daa487a34a94932ac73f140cb%2FFrame%2095.png?generation=1749806424993079&alt=media)
 
+## Simplified Alternative to Silicone and Latex Masks
+Modern Face Recognition and Liveness Detection systems remain vulnerable to 3D presentation attacks using silicone masks and latex face masks. However, these premium spoofing materials require expensive manufacturing processes and specialized equipment, limiting their accessibility
+
 Textile 3D Face Mask Attack Dataset addresses this gap by providing cost-effective presentation attack scenarios using elastic textile masks — a budget-friendly alternative to existing premium datasets:
   - [Silicone Mask Attack Dataset](https://huggingface.co/datasets/AxonData/iBeta_level_2_Silicone_masks)
 - [Latex Mask Dataset](https://huggingface.co/datasets/AxonData/Latex_Mask_dataset)