论文标题
确保有关医疗数据隐私的方法 - 包括检查差异隐私算法差异及其在“ Cryptool 2”中的实施
Methods To Ensure Privacy Regarding Medical Data -- Including an examination of the differential privacy algorithm RAPPOR and its implementation in "Cryptool 2"
论文作者
论文摘要
本文档研究了几种适用的方法，以确保卫生保健部门收集的数据隐私。为了确保对主题的共同理解，引言解释了基于示例的匿名方法的需求。接下来，引入数据收集的原因是针对保护上述数据的目的以及当前适用的隐私法来执行此隐私的原因。一个问题：“我们在谈论什么样的隐私？必须满足哪些条件？”在随后的章节“差异隐私”中处理。因此，为建立了常见的匿名方法，并审查了它们在医疗部门中的使用。在得出结论之前，更详细地处理了6算法及其差异隐私。
This document examines several applicable methods to ensure privacy of data gathered in the health care sector. To ensure a common understanding of the topic, the introduction explains the need for anonymization methods based on an example. Next, reasons for data collection are introduced in connection to the purpose to protect mentioned data, as well as currently applicable privacy laws to enforce this privacy. The question "What kind of privacy we are talking about and what conditions have to be fulfilled?" is dealt with in the subsequent chapter "Differential Privacy". Thus being established, common anonymization methods are explained and reviewed for their use in the healthcare sector. The RAPPOR algorithm and its differential privacy is dealt with in more detail before coming to a conclusion.
