Update app.py

app.py

@@ -285,11 +285,7 @@ if __name__ == "__main__":
         gr.Markdown(
         """
         - **Encryption Method**: Fully Homomorphic Encryption using the TFHE (Fast Fully Homomorphic Encryption over the Torus) library
-        - **Machine Learning Model**: Linear classifier optimized for FHE computations using ConcreteML
-        - **Performance Metrics**:
-            - Encrypted file scanning: ~30 seconds per MB
-            - Plaintext file scanning: ~0.5 seconds per MB
-            - Estimated time to scan 1GB: ~8.5 hours (encrypted) vs. ~8.5 minutes (plaintext)
+        - **Machine Learning Model**: Random Forest classifier optimized for FHE computations using ConcreteML
         *Note: These are preliminary figures based on our proof-of-concept. We aim to significantly improve performance in future iterations.*
         """
         )