Literature DB >> 35784385

Lucene-P2: A Distributed Platform for Privacy-Preserving Text-based Search.

Nitish Uplavikar1, Brad Malin2, Wei Jiang1.   

Abstract

Information retrieval (IR) plays an essential role in daily life. However, currently deployed IR technologies, e.g., Apache Lucene - open-source search software, are insufficient when the information is protected or deemed to be private. For example, submitting a query to a publicly available search engine (e.g., Bing or Google) requires disclosing potentially delicate facts (e.g., thoughts about abortion), as well as the websites the user considers interesting. Similarly, when a private database contains sensitive information needed by the user, it cannot be searched freely. Over the past decade, various approaches, generally referred to as private information retrieval, have been proposed to obfuscate queries and responses, but they are limited in that the retrieved information is inadequate to compute relevancy. To address such limitations, this paper introduces the necessary techniques to build Lucene-P2 that allows one party to discover whether a second party harbors any relevant textual information without either party disclosing any information.

Entities:  

Year:  2020        PMID: 35784385      PMCID: PMC9248410          DOI: 10.1109/tdsc.2020.2965111

Source DB:  PubMed          Journal:  IEEE Trans Dependable Secure Comput        ISSN: 1545-5971            Impact factor:   6.791


  3 in total

1.  SPIN query tools for de-identified research on a humongous database.

Authors:  Clement J McDonald; Paul Dexter; Gunther Schadow; Henry C Chueh; Greg Abernathy; John Hook; Lonnie Blevins; J Marc Overhage; Jules J Berman
Journal:  AMIA Annu Symp Proc       Date:  2005

2.  Evaluating the state-of-the-art in automatic de-identification.

Authors:  Ozlem Uzuner; Yuan Luo; Peter Szolovits
Journal:  J Am Med Inform Assoc       Date:  2007-06-28       Impact factor: 4.497

3.  Secure genome-wide association analysis using multiparty computation.

Authors:  Hyunghoon Cho; David J Wu; Bonnie Berger
Journal:  Nat Biotechnol       Date:  2018-05-07       Impact factor: 54.908

  3 in total

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