Long-term Measurement and Analysis of the Free Proxy Ecosystem

Author:

Perino Diego1,Varvello Matteo2,Soriente Claudio3

Affiliation:

1. Telefónica Research, Barcelona, Spain

2. Brave Software, San Francisco, CA, USA

3. NEC Labs Europe, Heidelberg Germany

Abstract

Free web proxies promise anonymity and censorship circumvention at no cost. Several websites publish lists of free proxies organized by country, anonymity level, and performance. These lists index hundreds of thousands of hosts discovered via automated tools and crowd-sourcing. A complex free proxy ecosystem has been forming over the years, of which very little is known. In this article, we shed light on this ecosystem via a distributed measurement platform that leverages both active and passive measurements. Active measurements are carried out by an infrastructure we name ProxyTorrent, which discovers free proxies, assesses their performance, and detects potential malicious activities. Passive measurements focus on proxy performance and usage in the wild, and are accomplished by means of a Chrome extension named Ciao. ProxyTorrent has been running since January 2017, monitoring up to 230K free proxies. Ciao was launched in March 2017 and has thus far served roughly 9.7K users and generated 14TB of traffic. Our analysis shows that less than 2% of the proxies announced on the Web indeed proxy traffic on behalf of users; further, only half of these proxies have decent performance and can be used reliably. Every day, around 5%--10% of the active proxies exhibit malicious behaviors, e.g., advertisement injection, TLS interception, and cryptojacking, and these proxies are also the ones providing the best performance. Through the analysis of more than 14TB of proxied traffic, we show that web browsing is the primary user activity. Geo-blocking avoidance—allegedly a popular use case for free web proxies—accounts for 30% or less of the traffic, and it mostly involves countries hosting popular geo-blocked content.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications

Reference25 articles.

1. Tunneling for Transparency

2. CIAO. 2017. Automated Free Proxies Discovery/usage. https://goo.gl/NgJmLE. CIAO. 2017. Automated Free Proxies Discovery/usage. https://goo.gl/NgJmLE.

3. CURL. 2017. Command Line Tool and Library for Transferring Data with URLs. https://curl.haxx.se/. CURL. 2017. Command Line Tool and Library for Transferring Data with URLs. https://curl.haxx.se/.

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