在云计算环境中构建和测试隐私感知服务:挑战与机遇

Lin Gu, S. Cheung
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引用次数: 36

摘要

经过几十年的工程开发和基础设施投资,互联网连接在许多国家已经成为一种商品,互联网规模的“云计算”已经开始通过其技术优势和规模经济与传统软件业务竞争。云计算是一种很有前途的互联网软件使能技术。云计算的一个明显特征是数据、逻辑和用户的全局集成,但是这种集成放大了对隐私的严重关注,这是企业不迁移到基于云的解决方案的最常见的原因之一。我们认为,基于云的系统应该将隐私作为一个基本的设计目标,并且云环境中的隐私是双向的,包括最终用户和应用程序提供商。最终用户需要具有隐私意识的软件服务,以防止他们的私人数据暴露给其他用户或云提供商。应用程序提供商需要一种隐私保护的测试方法,以防止公司的内部活动和产品功能泄露给外部用户。以隐私保护为重点,我们讨论了在这个独特的设计空间中的研究挑战,并探讨了在系统的几个重要组件中增强隐私保护的潜在解决方案。
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Constructing and testing privacy-aware services in a cloud computing environment: challenges and opportunities
After decades of engineering development and infrastructural investment, Internet connections have become a commodity product in many countries, and Internetscale "cloud computing" has started to compete with traditional software business through its technological advantages and economy of scale. Cloud computing is a promising enabling technology of Internetware. One distinct characteristic of cloud computing is the global integration of data, logic, and users, but such integration magnifies a sharp concern about privacy, which is one of the most frequently cited reasons by enterprises for not migrating to cloud-based solutions. We argue that cloud-based systems should include privacy as a fundamental design goal, and that privacy in a cloud environment is bidirectional, covering both end users and application providers. End users need privacy-aware software services that prevent their private data from being exposed to other users or the cloud providers. Application providers need a privacy-protected testing methodology to prevent the companies' internal activities and product features from leaking to external users. Focusing on privacy protection, we discuss the research challenges in this unique design space, and explore potential solutions for enhancing privacy protection in several important components of the system.
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Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11 - 12, 2022 Internetware'20: 12th Asia-Pacific Symposium on Internetware, Singapore, November 1-3, 2020 Internetware '19: The 11th Asia-Pacific Symposium on Internetware, Fukuoka, Japan, October 28-29, 2019 RepoLike: personal repositories recommendation in social coding communities Effa: a proM plugin for recovering event logs
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