The state-of-the-art privacy protection framework, differential privacy, has been extended to streaming scenario for preventing the privacy leak causing by the ...
Differential privacy is a theoretical mechanism to protect privacy proposed by Dwork [2]. In this paradigm, a trusted curator collects users' records and ...
Novel trajectory privacy-preserving method based on clustering using differential privacy · Differentially Private Web Browsing Trajectory over Infinite Streams.
Dec 9, 2018 · The state-of-the-art privacy protection framework, differential privacy, has been extended to streaming scenario for preventing the privacy leak ...
Abstract: To solve the problem that the current sampling mechanism and data obfuscation method may raise insufficient data availability and privacy protection, ...
Sep 29, 2022 · We propose a data publishing method based on deep learning and differential privacy models for securing spatiotemporal trajectory data publishing.
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Apr 17, 2024 · It can perform real-time trajectory generation based on mobility patterns while protecting users' sensitive data. • We construct an effective ...
(PDF) Trajectory Privacy-Protection Mechanism Based on ...
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Sep 13, 2024 · Therefore, this paper proposes a symmetry–trajectory differential privacy-protection mechanism based on multi-dimensional prediction (TPPM-MP).
Local differential privacy. (LDP), as the de facto privacy protection standard in a decentralized setting, enables users to perturb their trajectories locally ...
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Sep 2, 2024 · We propose a novel pattern-aware privacy protection method called trajectory-aware privacy-preserving with local differential privacy (TALDP).
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