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Enhancing security of encrypted data sharing on social networks

机译:增强社交网络上加密数据共享的安全性

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摘要

This paper is motivated by the recognition of the need for a finer grain and more personalized privacy in data publication of social networks. We will propose a privacy protection scheme that not only prevents the disclosure of identity of users but also the disclosure of Selected features in users' profiles. An individual user can select which features of her profile she wishes to conceal. We want to group nodes with as similar neighborhood information as possible so that we can change as few labels as possible and add as few noisy nodes as possible. In this application, we will use hybrid cryptography for providing security while sharing the information. The encryption helps for cryptographic purpose and it also provides attribute base encryption this involves over many people that decrypts the cipher text. It involves the different users and allow to decrypt it based on their policies.
机译:本文的动机是认识到在社交网络的数据发布中需要更细粒度和更个性化的隐私。我们将提出一种隐私保护方案,该方案不仅可以防止泄露用户身份,还可以防止泄露用户个人资料中的选定功能。单个用户可以选择她希望隐藏其个人资料的哪些功能。我们希望对节点进行分组,使其具有尽可能相似的邻域信息,以便我们可以更改尽可能少的标签并添加尽可能少的嘈杂节点。在此应用程序中,我们将使用混合密码术在共享信息时提供安全性。加密有助于实现加密目的,并且还提供基于属性的加密,这涉及许多解密密文的人员。它涉及不同的用户,并允许根据他们的策略对其解密。

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