They posted about this recently [0][1]. They are using Homomorphic Encryption in iOS 18 for Live Caller ID Lookups.
[0] https://www.swift.org/blog/announcing-swift-homomorphic-encr...
[0] https://www.swift.org/blog/announcing-swift-homomorphic-encr...