值得研究的项目 - Githubissues

wanghaisheng / awesome-health-data-anonymity

医疗数据的匿名化研究

Apache License 2.0

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值得研究的项目 #1

Open wanghaisheng opened 9 years ago

wanghaisheng commented 9 years ago

https://github.com/giagiannis/anonymity 里面有多种算法还有介绍将算法改造成适合分布式场景的部分 https://github.com/giagiannis/distributed-freeform-anonymity

wanghaisheng commented 9 years ago

https://github.com/qiyuangong 这位学长应该是在隐私保护这个领域深耕的一位相关的项目大量值得深入了解

wanghaisheng commented 9 years ago

https://github.com/arx-deidentifier/arx 配有图形化界面 K 、L 、T匿名都全了 This project aims at providing a comprehensive, open source anonymization framework for sensitive personal data. It is able to alter the data in a way that guarantees minimal information loss while making sure that the transformed data adheres to well-known privacy criteria, such as k-anonymity, l-diversity, t-closeness or δ-presence

wanghaisheng commented 9 years ago

http://healthcaresecprivacy.blogspot.com/2015/04/nist-seeks-comments-on-de-identification.html nist发布的NIST IR 8053 DRAFT De-Identification of Personally Identifiable Information

wanghaisheng commented 9 years ago

https://github.com/emodeen/healthcare-dashboard-angular

wanghaisheng commented 7 years ago

https://beta.dataverse.org/custom/DifferentialPrivacyPrototype/ 提交原始数据集匿名化后再发布出来的原型