Homomorphic Operations Demo

How It Works

1. Upload a text file or use sample text
2. Choose an operation: Addition (+1) or Multiplication (×2)
3. We encrypt it with NUMBRAL FHE
4. We perform the operation WHILE IT'S ENCRYPTED
5. We decrypt the result
6. You see the modified data - computed without ever seeing the plaintext!

The key innovation: We never decrypt the data before modifying it. The operation happens directly on the encrypted data!