Matt Tierney, Ian Spiro, C. Bregler, L. Subramanian
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引用次数: 48
摘要
在线社交网络(Online Social Networks,简称osn)为用户提供了方便的照片共享功能,但同时也使用户面临来自osn和外部实体的隐私威胁。当前osn的隐私控制功能还不完善,用户不了解自己的隐私设置,或者osn没有正确执行策略,会导致信息流向不正常。当osn保留使用自动人脸识别技术分析上传照片的权利时,可能会使隐私期望进一步复杂化。在本文中,我们提出了一个用于增强在线照片隐私的系统cryptoagram的设计、实现和评估。cryptoagram是指用户将照片转换为加密后的图像,并将其上传到osn上。用户通过共享密钥直接管理对这些照片的访问控制,不依赖于osn或其他第三方。osn对所有上传的图像应用标准图像转换(JPEG压缩),因此cryptagagram提供了一种容忍这些转换的图像编码和加密机制。cryptoagram保证具有正确凭证的接收方可以从上传的加密图像的转换版本中完全检索到原始图像,而OSN无法推断出原始图像。Cryptagram的浏览器扩展与现有的osn(包括Facebook和Google+)无缝集成,目前拥有超过400名活跃用户。
While Online Social Networks (OSNs) enable users to share photos easily, they also expose users to several privacy threats from both the OSNs and external entities. The current privacy controls on OSNs are far from adequate, resulting in inappropriate flows of information when users fail to understand their privacy settings or OSNs fail to implement policies correctly. OSNs may further complicate privacy expectations when they reserve the right to analyze uploaded photos using automated face identification techniques.
In this paper, we propose the design, implementation and evaluation of Cryptagram, a system designed to enhance online photo privacy. Cryptagram enables users to convert photos into encrypted images, which the users upload to OSNs. Users directly manage access control to those photos via shared keys that are independent of OSNs or other third parties. OSNs apply standard image transformations (JPEG compression) to all uploaded images so Cryptagram provides an image encoding and encryption mechanism that is tolerant to these transformations. Cryptagram guarantees that the recipient with the right credentials can completely retrieve the original image from the transformed version of the uploaded encrypted image while the OSN cannot infer the original image. Cryptagram's browser extension integrates seamlessly with preexisting OSNs, including Facebook and Google+, and currently has over 400 active users.