Technology science最新文献

筛选
英文 中文
Re-identification Risks in HIPAA Safe Harbor Data: A study of data from one environmental health study. HIPAA安全港数据中的重新识别风险:对一项环境健康研究数据的研究。
Technology science Pub Date : 2017-01-01 Epub Date: 2017-08-28
Latanya Sweeney, Ji Su Yoo, Laura Perovich, Katherine E Boronow, Phil Brown, Julia Green Brody
{"title":"Re-identification Risks in HIPAA Safe Harbor Data: A study of data from one environmental health study.","authors":"Latanya Sweeney,&nbsp;Ji Su Yoo,&nbsp;Laura Perovich,&nbsp;Katherine E Boronow,&nbsp;Phil Brown,&nbsp;Julia Green Brody","doi":"","DOIUrl":"","url":null,"abstract":"<p><p>Researchers are increasingly asked to share research data as part of publication and funding processes and to maximize the benefits of publicly funded research. The Safe Harbor provision of the U.S. Health Information Portability and Accountability Act (HIPAA) offers guidance to researchers by prescribing how to redact data for public sharing. For example, the provision requires removing explicit identifiers (such as name, address and other personally identifiable information), reporting dates in years, and reducing some or all digits of a postal (or ZIP) code. Is this sufficient? Can research participants still be re-identified in research data that adhere to the HIPAA Safe Harbor standard? In 2006, researchers collected air and dust samples and interviewed residents of 50 homes from Bolinas and Richmond (Atchison Village and Liberty Village), California, to analyze the residents' exposure to pollutants. The study, known as the Northern California Household Exposure Study [1], led to publications that have been cited hundreds of times. We conducted experiments with separate \"attacker\" and \"scorer\" teams to see whether we could identify study participants from two versions of the data redacted beyond the HIPAA standard, one in which all dates were reported in ranges of 10 or 20 years and another in which a study participant's birth year was reported exactly. The attackers were blinded to the names and addresses of the participants, and the scorers were blinded to the strategy.</p>","PeriodicalId":92584,"journal":{"name":"Technology science","volume":"2017 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6344041/pdf/nihms-988781.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41175171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信