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Protecting Data Privacy with Decentralized Self-Emerging Data Release Systems

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자료유형학위논문
서명/저자사항Protecting Data Privacy with Decentralized Self-Emerging Data Release Systems.
개인저자Li, Chao.
단체저자명University of Pittsburgh. School of Computing and Information.
발행사항[S.l.]: University of Pittsburgh., 2019.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2019.
형태사항156 p.
기본자료 저록Dissertations Abstracts International 81-03A.
Dissertation Abstract International
ISBN9781085743907
학위논문주기Thesis (Ph.D.)--University of Pittsburgh, 2019.
일반주기 Source: Dissertations Abstracts International, Volume: 81-03, Section: A.
Advisor: Palanisamy, Balaji.
이용제한사항This item must not be sold to any third party vendors.
요약In the age of Big Data, releasing private data at a future point in time is critical for various applications. Such self-emerging data release requires the data to be protected until a prescribed data release time and be automatically released to the target recipient at the release time. While straight-forward centralized approaches such as cloud storage services may provide a simple way to implement self-emerging data release, unfortunately, they are limited to a single point of trust and involves a single point of control. This dissertation proposes new decentralized designs of self-emerging data release systems using large-scale peer-to-peer (P2P) networks as the underlying infrastructure to eliminate a single point of trust or control. The first part of the dissertation presents the design of decentralized self-emerging data release systems using two different P2P network infrastructures, namely Distributed Hash Table (DHT) and blockchain. The second part of this dissertation proposes new mechanisms for supporting two key functionalities of self-emerging data release, namely (i) enabling the release of self-emerging data to blockchain-based smart contracts for facilitating a wide range of decentralized applications and (ii) supporting a cost-effective gradual release of self-emerging data in the decentralized infrastructure. We believe that the outcome of this dissertation would contribute to the development of decentralized security primitives and protocols in the context of timed release of private data.
일반주제명Information science.
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