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Privacy-preserving machine learning: Methods, challenges and directions
R Xu, N Baracaldo, J Joshi - ar** methods to search
over encrypted data. In the case of range queries, a simple solution is to encrypt the contents …
over encrypted data. In the case of range queries, a simple solution is to encrypt the contents …
Indistinguishability obfuscation from compact functional encryption
The arrival of indistinguishability obfuscation (i O i O) has transformed the cryptographic
landscape by enabling several security goals that were previously beyond our reach …
landscape by enabling several security goals that were previously beyond our reach …
Function-hiding inner product encryption is practical
In a functional encryption scheme, secret keys are associated with functions and ciphertexts
are associated with messages. Given a secret key for a function f, and a ciphertext for a …
are associated with messages. Given a secret key for a function f, and a ciphertext for a …
Practical order-revealing encryption with limited leakage
In an order-preserving encryption scheme, the encryption algorithm produces ciphertexts
that preserve the order of their plaintexts. Order-preserving encryption schemes have been …
that preserve the order of their plaintexts. Order-preserving encryption schemes have been …