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Privacy-preserving interest-casting in opportunistic networks

机译:机会网络中保护隐私的兴趣广播

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Message forwarding is a fundamental brick to spread information among users in opportunistic networks. In this paper, we consider the recently proposed interest-casting networking primitive for opportunistic networks, according to which a packet generated by a sender should be delivered to all users in the network — potentially unknown to the sender — sharing similar interests. However, the current implementation of interest-casting assume users exchange their interest profiles to take forwarding decisions, thus revealing very sensitive information to strangers. In this work, we approach for the first time the problem of designing an interest-casting protocol while not revealing sensitive information during the forwarding and message delivery process. In particular, we present a privacy-preserving mechanism based on the well-known Millionaires'' problem allowing users to discover whether they have similar interests without disclosing private information. Based on this mechanism, we propose four different privacy-preserving forwarding protocols to realise interest-casting in opportunistic networks, and we compare their performance on a real-world mobility trace.
机译:消息转发是在机会网络中的用户之间传播信息的基础砖。在本文中,我们考虑了最近提出的针对机会网络的兴趣广播网络原语,根据该原语,发送方生成的数据包应传递给网络中的所有用户(可能对发送方而言是未知的),它们共享相似的兴趣。但是,当前的兴趣广播实现假定用户交换他们的兴趣配置文件以做出转发决定,从而向陌生人揭示非常敏感的信息。在这项工作中,我们首次解决了设计兴趣转移协议而在转发和消息传递过程中不泄露敏感信息的问题。特别是,我们提出了一种基于众所周知的“百万富翁”问题的隐私保护机制,允许用户发现他们是否有类似的兴趣,而不会泄露私人信息。基于此机制,我们提出了四种不同的隐私保护转发协议,以实现机会网络中的兴趣广播,并在实际的移动轨迹上比较它们的性能。

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