Privacy and confidentiality are very important prerequisites for applying process mining in order to comply with regulations and keep company secrets. This paper provides a foundation for future research on privacy-preserving and confidential process mining techniques. Main threats are identified and related to an motivation application scenario in a hospital context as well as to the current body of work on privacy and confidentiality in process mining. A newly developed conceptual model structures the discussion that existing techniques leave room for improvement. This results in a number of important research challenges that should be addressed by future process mining research.

翻译：隐私和保密是应用开采工艺以遵守规章和保存公司机密的非常重要的先决条件,本文件为今后研究保护隐私和保密开采工艺提供了基础,查明了医院环境中的主要威胁,并涉及到目前关于采矿过程中隐私和保密的激励性申请方案,新开发的概念模式构成关于现有技术尚有改进余地的讨论,由此产生了一些重要的研究挑战,未来采矿工艺研究应解决这些挑战。