Privacy Preserving Techniques

Privacy preserving technique allows sharing sensitive personal information while preserving users' privacy.

Privacy preserving techniques are the technologies used in Federated Learning:

There are many Privacy Preserving Techniques:

1. Anonymization (weakest)
2. Differential Privacy
3. Fully Homomorphic Encryption (FHE)
4. Secure Multi-Party Computation (MPC)
5. Zero Knowledge Proof (e.g. Blockchain)
6. Confidential Computing through TEE (e.g. SGX and TrustZone)