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We propose a privacy-preserving site survey scheme for WiFi fingerprint-based localization based on homomorphic encryption and differential privacy model.
Erkin et al. [10] proposed a collaborative filtering-based recommender system which uses efficient protocols based on homomorphic encryption and secure multiparty communication.
In [9], the authors design a sealed-bid first-price auction scheme based on homomorphic encryption, in which the server processes the bidder's encrypted bids using homomorphic encryption and the aggregation result is known by auctioneer; however, the scheme cannot resist the collusion activity between the server and auctioneer.
Together, these improvements increase the overall efficiency of the comparison protocol with encrypted inputs, bringing smart meters one step closer to run privacy-preserving cryptographic protocols based on homomorphic encryption.
IARPA is in the late phase of developing a database query system based on homomorphic encryption.
By doing so, we improve the efficiency of the state-of-the-art secure comparison protocol based on homomorphic encryption.
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Cryptographic defenses to these problems are based on homomorphic signatures and MACs.
We present a generic system architecture involving a cryptographic protocol based on a homomorphic encryption scheme for aggregating sensing data into maps, and demonstrate security in the Honest-But-Curious model both for the users and the cloud service providers.
Yan et al. [7] proposed two privacy preserving techniques for trust evaluation based on additive homomorphic encryption.
By taking possible attacks into consideration, we propose a new biometric authentication system based on threshold homomorphic encryption.
Osadchy et al. [66] propose a secure Hamming distance calculation scheme based on Pailler homomorphic encryption for face biometrics.
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