Abstract:Data privacy regulations like the EU GDPR allow the use of hashing techniques to anonymize data that may contain personal information. However, hashing is well-known to destroy any possibility of performing analytics. Homomorphic crypto-systems allow computing analytics over encrypted data, but cannot guarantee privacy compliance without being coupled with specific privacy-preservation provisions. In this work, we present a novel distance-preserving hashing scheme supporting both regulatory compliance and coll… Show more
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