mlsanityData to 14 Oct 2026

Glimmers: Resolving the Privacy/Trust Quagmire

arXiv 1702.07436 ↗First posted 24 Feb 2017cs.CRcited by 2

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Abstract (arXiv)

Many successful services rely on trustworthy contributions from users. To establish that trust, such services often require access to privacy-sensitive information from users, thus creating a conflict between privacy and trust. Although it is likely impractical to expect both absolute privacy and trustworthiness at the same time, we argue that the current state of things, where individual privacy is usually sacrificed at the altar of trustworthy services, can be improved with a pragmatic Glimmer of Trust, which allows services to validate user contributions in a trustworthy way without forfeiting user privacy. We describe how trustworthy hardware such as Intel's SGX can be used client-side -- in contrast to much recent work exploring SGX in cloud services -- to realize the Glimmer architecture, and demonstrate how this realization is able to resolve the tension between privacy and trust in a variety of cases.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 24 Feb 2017.

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2 papers.