Privacy preservation in interaction history on integrated development environments

Takayuki Omori
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Abstract

The interaction history in a software development environment allows us to analyze how developers change source code and how they use tools on the integrated development environment. Sharing the interaction history with tool providers increases the chances that developers obtain better tools. However, the interaction history sometimes contains privacy-sensitive information, which is an obstacle in collecting and using the interaction history. As an attempt to tackle this issue, this paper proposes a technique to replace sensitive text in a recorded interaction history. This paper describes the proposed technique, its current implementation, the results of a preliminary survey on how potential privacy-sensitive information exists in recorded interaction histories, and how privacy issues in sharing interaction histories can be ameliorated.
集成开发环境中交互历史中的隐私保护
软件开发环境中的交互历史允许我们分析开发人员如何更改源代码,以及他们如何在集成开发环境中使用工具。与工具提供者共享交互历史可以增加开发人员获得更好工具的机会。然而,交互历史有时包含隐私敏感信息,这是收集和使用交互历史的一个障碍。为了解决这个问题,本文提出了一种替换记录交互历史中的敏感文本的技术。本文描述了所提出的技术,其目前的实现,对记录的交互历史中潜在的隐私敏感信息存在的初步调查结果,以及如何改善共享交互历史中的隐私问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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