A protocol for anonymous short communications in social networks and its application to proximity-based services

Q1 Social Sciences
Francesco Buccafurri, Vincenzo De Angelis, Maria Francesca Idone, Cecilia Labrini
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引用次数: 1

Abstract

Several innovative applications could be advantageously placed within social networks, to be effective, attractive, and pervasive. Examples of application domains that could benefit from social networks are e-democracy, e-participation, online surveys, crowdsourcing, and proximity-based services. In all the above cases, users’ anonymity could represent a considerable added value or could be even necessary to develop the service. We observe that all the above domains are characterized by the fact that only a few asynchronous messages should be exchanged. Therefore, we do not need the full communication power of anonymous communication networks, in which low-latency and connection-oriented communication should be supported. On the other hand, unlike communication networks, the threat model we have to consider assumes the presence of an adversary (represented by an honest-but-curious social network provider) able to monitor the entire flow of the exchanged messages. In this paper, we propose an anonymous communication protocol for short communications in social networks, based on a collaborative approach. The proposed solution hides from the social network provider not only the content of the messages but also the communication itself, which, per se, can result in considerable privacy leakage (think of the case of proximity testing performed between two users). This enables the implementation, within the social network, of the above-mentioned applications. To give a concrete proof of this statement, we develop a privacy-preserving proximity-based solution which provides both symmetric and asymmetric proximity testing entirely within social networks.

社交网络中的匿名短通信协议及其在基于邻近的服务中的应用
一些创新的应用程序可以被有利地放置在社交网络中,从而变得有效、有吸引力和普及。可以从社交网络中受益的应用领域包括电子民主、电子参与、在线调查、众包和基于邻近的服务。在上述所有情况下,用户的匿名性可能代表着相当大的附加价值,甚至可能是开发服务所必需的。我们注意到,上述所有域的特点都是只需要交换少量异步消息。因此,我们不需要匿名通信网络的全部通信能力,其中应该支持低延迟和面向连接的通信。另一方面,与通信网络不同,我们必须考虑的威胁模型假设存在对手(由诚实但好奇的社交网络提供者表示),能够监视交换消息的整个流。在本文中,我们提出了一种基于协作方法的社交网络短通信匿名通信协议。所提出的解决方案不仅对社交网络提供商隐藏了消息的内容,而且还隐藏了通信本身,这本身可能导致相当大的隐私泄露(想想在两个用户之间执行接近测试的情况)。这使得在社交网络内实现上述应用程序成为可能。为了给出这一说法的具体证明,我们开发了一个保护隐私的基于邻近性的解决方案,该解决方案完全在社交网络中提供对称和非对称邻近性测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Online Social Networks and Media
Online Social Networks and Media Social Sciences-Communication
CiteScore
10.60
自引率
0.00%
发文量
32
审稿时长
44 days
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