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Protecting traffic privacy for massive aggregated traffic

机译:保护交通私密性,以应对大量的聚合交通

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摘要

Traffic analysis has definitely shown that encryption is not enough to protect the privacy of communications implemented over packet networks. The very features of packet traffic, like packet lengths statistics, inter-packet times, volumes of exchanged traffic, communication patterns, leak information. Leakage ranges from the kind of application that generates the information flow carried into the supposedly secure connection to parts of its content. We propose traffic masking as a countermeasure. Full confidentiality protection is discussed and the traffic masking framework is introduced and motivated. The optimization and performance assessment of the masking device is evaluated both through a general analytical model, mainly useful to gain basic insight and by a real network emulation of a distributed secure multiparty computation application, where confidentiality requirements are key to the application itself. It is shown that essentially full confidentiality can be attained for a practical distributed security application by accepting an increase of the traffic volume by a factor 2.4 and an increase of the task completion time of 30%. Hence, (almost) full privacy appears to be more appealing for contexts where delay constraints are more valuable than bandwidth.
机译:流量分析绝对表明,加密不足以保护通过分组网络实现的通信的隐私。数据包流量的特性,如数据包长度统计,数据包间时间,交换流量,通信模式,泄漏信息。泄漏的范围从生成信息流的应用程序的类型到所谓的安全连接到其内容的一部分。我们建议将流量屏蔽作为对策。讨论了全面的机密保护,并介绍了流量屏蔽框架并提出了动机。掩蔽设备的优化和性能评估通过通用的分析模型(主要用于获得基本见解)和分布式安全多方计算应用程序的真实网络仿真(主要是机密性对应用程序本身至关重要)进行评估。结果表明,对于实际的分布式安全应用程序,可以通过接受流量增加2.4倍和任务完成时间增加30%来实现完全机密性。因此,对于延迟约束比带宽更有价值的上下文,(几乎)完全隐私似乎更具吸引力。

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