ICLab: A Global, Longitudinal Internet Censorship Measurement Platform

Arian Akhavan Niaki, Shinyoung Cho, Zachary Weinberg, Nguyen Phong Hoang, Abbas Razaghpanah, Nicolas Christin, Phillipa Gill
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引用次数: 62

Abstract

Researchers have studied Internet censorship for nearly as long as attempts to censor contents have taken place. Most studies have however been limited to a short period of time and / or a few countries; the few exceptions have traded off detail for breadth of coverage. Collecting enough data for a comprehensive, global, longitudinal perspective remains challenging.In this work, we present ICLab, an Internet measurement platform specialized for censorship research. It achieves a new balance between breadth of coverage and detail of measurements, by using commercial VPNs as vantage points distributed around the world. ICLab has been operated continuously since late 2016. It can currently detect DNS manipulation and TCP packet injection, and overt "block pages" however they are delivered. ICLab records and archives raw observations in detail, making retrospective analysis with new techniques possible. At every stage of processing, ICLab seeks to minimize false positives and manual validation.Within 53,906,532 measurements of individual web pages, collected by ICLab in 2017 and 2018, we observe blocking of 3,602 unique URLs in 60 countries. Using this data, we compare how different blocking techniques are deployed in different regions and/or against different types of content. Our longitudinal monitoring pinpoints changes in censorship in India and Turkey concurrent with political shifts, and our clustering techniques discover 48 previously unknown block pages. ICLab’s broad and detailed measurements also expose other forms of network interference, such as surveillance and malware injection.
ICLab:一个全球性的纵向互联网审查测量平台
研究人员研究互联网审查制度的时间几乎与审查内容的尝试发生的时间一样长。然而,大多数研究都局限于较短时间和(或)少数国家;为数不多的例外是用细节换取了报道的广度。为一个全面的、全球性的、纵向的视角收集足够的数据仍然具有挑战性。在这项工作中,我们提出了ICLab,一个专门用于审查研究的互联网测量平台。它通过使用商业vpn作为分布在世界各地的有利位置,在覆盖范围和测量细节之间实现了新的平衡。ICLab自2016年底开始连续运营。它目前可以检测到DNS操作和TCP数据包注入,以及明显的“阻塞页面”,无论它们是如何传递的。ICLab详细记录和存档原始观察结果,使使用新技术进行回顾性分析成为可能。在处理的每个阶段,ICLab都力求尽量减少误报和人工验证。在ICLab在2017年和2018年收集的53,906,532个个人网页测量中,我们观察到60个国家的3,602个唯一url被屏蔽。使用这些数据,我们比较了不同地区和/或针对不同类型内容部署的不同拦截技术。我们的纵向监测精确地指出了印度和土耳其审查制度的变化与政治转变同时发生,我们的聚类技术发现了48个以前未知的屏蔽页面。ICLab广泛而详细的测量还暴露了其他形式的网络干扰,如监视和恶意软件注入。
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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