FHE Real-world Applications
Apple's Privacy Features: - Live Caller ID Lookup (private information retrieval) - Machine Learning on encrypted data (private nearest neighbor search)
Microsoft's Security: - Password Checkup in Edge (private set intersection)
Encrypted Genomic Computations - SecureGenomics Library - guide.
More examples: - Fully Homomorphic Encryption in Production Systems (archived) - Real-world deployment of FHE-based private information retrieval (archived)
Proof-of-concepts (working, but slow) - Sentiment analysis on encrypted text - Private Wikipedia querying
Toy Examples (for education): - FHE toy implementations - Building Safe AI - A Tutorial for Encrypted Deep Learning - i am trask (archived) - Vitalik's https://github.com/vbuterin/research/blob/master/tensor_fhe/homomorphic_encryption.py
- Fully Homomorphic Encryption and the Dawn of A Truly Private Internet — The first time I heard about what FHE does, I didn't believe it was possible. But it is — and it works in [[FHE Real-...