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Dec 3, 2022 · Therefore, in this article, we propose an efficient index nearest neighbor query scheme based on Secret Sharing (SS) and Secure Multi-Party ...
The cloud server creates indexes for the outsourced data and saves them through index generation algorithms in the offline phase, and uses index query ...
Securely and Efficiently Outsourcing Decision Tree Inference
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Jan 5, 2024 · Focusing on inference with decision trees, this paper proposes a framework for securely and efficiently outsourcing decision tree inference.
Nov 3, 2021 · This paper uses the CKKS homomorphic encryption scheme to encrypt user data samples and then uses Euclidean distance, Pearson similarity, and ...
Abstract—In this paper, we investigate the secure nearest neighbor (SNN) problem, in which a client issues an encrypted query point E(q) to a cloud service ...
In this paper, following the secret sharing based MPC paradigm, we propose a secure 2-party computation scheme, in which cloud servers can securely evaluate ...
Missing: Query | Show results with:Query
In this paper, we focus on the problem of KNN set similarity search over the encrypted datasets. We use Yao's garbled circuits and secret sharing as underlying ...
ABSTRACT. Enterprise customers of cloud services are wary of outsourcing sensitive user and business data due to inherent security and privacy concerns.
The paper [31] proposed an efficient and secure cloud computing SEKNN query scheme based on obfuscation circuits, secret sharing, and Yao protocols to build ...
Recently, Cui et al. (2020) have proposed an efficient, secure, and verifiable k-NN query on the cloud platform by employing input perturbation as the first ...