I actually work in the field of homomorphic encryption (HE) and saw this coming.
HE allows ciphertexts to be operated on like unencrypted data. For example, I can encrypt the value 3, send the encryption to FB and ask them to double my value on their server. FB can double it and return an encryption of 6, never seeing my value of 3.
It is possible to do neural network classifications without the server seeing your image, for example.
HE allows ciphertexts to be operated on like unencrypted data. For example, I can encrypt the value 3, send the encryption to FB and ask them to double my value on their server. FB can double it and return an encryption of 6, never seeing my value of 3.
It is possible to do neural network classifications without the server seeing your image, for example.