基于加权带宽的Tor网络匿名度
首发时间:2021-03-08
摘要:匿名通信系统作为保护用户网络隐私的工具得到越来越广泛的普及,其中第二代洋葱路由网络Tor是低延时匿名网络系统中最成功的案例。Tor网络的匿名安全性一直是研究热点。前人从攻击者占有一定带宽预算的角度,提出了通过计算攻击者的加权带宽占总加权带宽的比例来预估Tor网络匿名度的方法。本文在前人的研究基础上分析了Tor网络带宽加权随机选择算法的过程并构建威胁模型,阐述了前人提出的模型存在的不足之处,提出从Tor网络用户构建通信链路的不同位置来计算攻击概率的完善度量公式,给出模型的理论证明过程。从Tor网络历史数据中采集活跃节点信息编写仿真实验,运行对比实验并验证理论计算结果。从理论和实验两方面论证了计算加权带宽概率来估计Tor网络匿名度的可行性。
关键词: 软件工程 Tor网络 匿名度 加权带宽 网络链路。
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Anonymity of Tor network based on weighted bandwidth
Abstract:Anonymous communication system is becoming more and more popular as a tool to protect users\' network privacy, among which the second generation of onion routing network Tor is the most successful case of low delay anonymous network system.Anonymity security of Tor network has always been a research hotspot.From the point of view that the attacker occupies a certain bandwidth budget, a method to estimate the anonymity of Tor network is proposed by calculating the proportion of the attacker\'s weighted bandwidth to the total weighted bandwidth.In this paper, on the basis of predecessors\' research analyses the Tor network bandwidth weighted random selection algorithm and build the process of threat model, this paper expounds the model put forward by the predecessors\' existing deficiencies, proposed from different locations in the Tor network users build a communication link to improve the measurement formula for computing the probability of attack, gives theoretical proofs of the model.The active node information was collected from the historical data of Tor network to compile simulation experiments, run comparative experiments and verify the theoretical calculation results.The feasibility of calculating the weighted bandwidth probability to estimate the anonymity of Tor network is demonstrated theoretically and experimentally.
Keywords: software engineering Tor network Anonymous Weighted bandwidth Network link
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