@inproceedings{1c279ed282fa40cca4d6fc2cebbddf6d,
title = "Pinning down abuse on Google maps",
abstract = "In this paper, we investigate a new form of blackhat search engine optimization that targets local listing services like Google Maps. Miscreants register abusive business listings in an attempt to siphon search traffic away from legitimate businesses and funnel it to deceptive service industries—such as unaccredited locksmiths—or to traffic-referral scams, often for the restaurant and hotel industry. In order to understand the prevalence and scope of this threat, we obtain access to over a hundred-thousand business listings on Google Maps that were suspended for abuse. We categorize the types of abuse affecting Google Maps; analyze how miscreants circumvented the protections against fraudulent business registration such as postcard mail verification; identify the volume of search queries affected; and ultimately explore how miscreants generated a profit from traffic that necessitates physical proximity to the victim. This physical requirement leads to unique abusive behaviors that are distinct from other online fraud such as pharmaceutical and luxury product scams.",
keywords = "Abuse, Affiliate fraud, Local listings, Online map",
author = "Huang, {Danny Yuxing} and Doug Grundman and Kurt Thomas and Abhishek Kumar and Elie Bursztein and Kirill Levchenko and Snoeren, {Alex C.}",
note = "Funding Information: This work was funded in part by the National Science Foundation through grant NSF-1237264. We are grateful to the Google Maps team, and in particular Alex Benton, for their invaluable feedback and access to the dataset. Publisher Copyright: {\textcopyright} 2017 International World Wide Web Conference Committee (IW3C2).; 26th International World Wide Web Conference, WWW 2017 ; Conference date: 03-04-2017 Through 07-04-2017",
year = "2017",
doi = "10.1145/3038912.3052590",
language = "English (US)",
isbn = "9781450349130",
series = "26th International World Wide Web Conference, WWW 2017",
publisher = "International World Wide Web Conferences Steering Committee",
pages = "1471--1479",
booktitle = "26th International World Wide Web Conference, WWW 2017",
}