Header Enrichment or ISP Enrichment?: Emerging Privacy Threats in Mobile Networks

N. Vallina-Rodriguez, S. Sundaresan, C. Kreibich, V. Paxson
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引用次数: 30

Abstract

HTTP header enrichment allows mobile operators to annotate HTTP connections via the use of a wide range of request headers. Operators employ proxies to introduce such headers for operational purposes, and---as recently widely publicized---also to assist advertising programs in identifying the subscriber responsible for the originating traffic, with significant consequences for the user's privacy. In this paper, we use data collected by the Netalyzr network troubleshooting service over 16 months to identify and characterize HTTP header enrichment in modern mobile networks. We present a timeline of HTTP header usage for 299 mobile service providers from 112 countries, observing three main categories: (1) unique user and device identifiers (e.g., IMEI and IMSI), (2) headers related to advertising programs, and (3) headers associated with network operations.
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标题浓缩还是ISP浓缩?移动网络中出现的隐私威胁
HTTP报头丰富允许移动运营商通过使用广泛的请求报头来注释HTTP连接。运营商为了运营目的使用代理来引入这样的报头,并且——正如最近广泛宣传的那样——也帮助广告程序识别对原始流量负责的用户,这对用户的隐私产生了重大影响。在本文中,我们使用nettalyzr网络故障排除服务在16个月内收集的数据来识别和表征现代移动网络中的HTTP报头丰富。我们展示了来自112个国家的299家移动服务提供商的HTTP报头使用时间表,观察了三个主要类别:(1)唯一用户和设备标识符(例如,IMEI和IMSI),(2)与广告程序相关的报头,以及(3)与网络操作相关的报头。
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