一种即时消息系统中照片共享的隐私保护方法

Fenghua Li, Jingyang Yu, Lingcui Zhang, Zhelei Sun, Mengfan Lv
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引用次数: 8

摘要

在即时通讯系统中,照片已经成为用户之间实时内容共享的一种表达形式。不幸的是,分享照片中描绘的利益相关者的面孔可能会暴露在意想不到的观众面前。这可能会导致隐私泄露。本文提出了一种基于访问控制和人脸识别的防止此类泄漏的方法。每次发送照片时,所有利益相关者都被识别出来,他们的脸对观众是隐藏的。与此同时,利益相关者将收到有关照片的通知,并可以决定稍后向适当的观众展示自己的脸。另一方面,在可能的情况下,类似的照片会被利用来自动化这个揭示过程,从而减少访问控制对用户体验的影响。构建了概念验证系统,并对其性能进行了评价。结果表明,这种方法可以应用于即时消息传递系统,而不会产生太多的开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Privacy-Preserving Method for Photo Sharing in Instant Message Systems
In instant messaging systems, photos have become an expressive form of real-time content sharing among users. Unfortunately, faces of stakeholders, who are depicted in the shared photos, may be exposed to unexpected viewers. This may lead to privacy leakages. In this paper, an approach is proposed to prevent such leakages, which is based on access control and face recognition. Each time a photo is sent, all stakeholders are recognized, and their faces are hidden from viewers. At the same time, stakeholders will be notified about the photo, and can decide to reveal their own faces to some proper viewers later. On the other hand, similar photos are exploited to automate this revealing process when possible, so as to reduce the impact of access control on user experiences. Besides, a proof-of-concept system is constructed and its performance is evaluated. The results indicate that this approach can be applied in instant messaging systems without too much overhead.
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