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(2017).","key":"key-10.1145\/3178876.3186096-7"},{"unstructured":"2017. Technical Report - AdBudgetKiller: Online Advertising Budget Draining Attack. https:\/\/sites.google.com\/view\/adbudgetkiller. (2017).","key":"key-10.1145\/3178876.3186096-8"},{"unstructured":"Adroll. 2017. Event Segments. https:\/\/help.adroll.com\/hc\/enus\/articles\/212014288-Event-Segments. (2017).","key":"key-10.1145\/3178876.3186096-9"},{"unstructured":"Muhammad Ahmad Bashir, Sajjad Arshad, William Robertson, and Christo Wilson. 2016. Tracing information flows between ad exchanges using retargeted ads. In Proceedings of the 25th USENIX Security Symposium.","key":"key-10.1145\/3178876.3186096-10"},{"unstructured":"AdWords Robot Bv. 2017. 9 Remarketing\/Retargeting Services which Drive your Online Sales. https:\/\/www.adwordsrobot.com\/en\/blog\/9-remarketingretargeting-services-which-drive-your-online-sales. (2017).","key":"key-10.1145\/3178876.3186096-11"},{"unstructured":"Aaron Cahn, Scott Alfeld, Paul Barford, and S Muthukrishnan. 2016. What's in the community cookie jar?. In Advances in Social Networks Analysis and Mining (ASONAM), 2016 IEEE\/ACM International Conference on. IEEE, 567--570.","key":"key-10.1145\/3178876.3186096-12"},{"doi-asserted-by":"crossref","unstructured":"Mauro Conti, Vittoria Cozza, Marinella Petrocchi, and Angelo Spognardi. 2015. TRAP: using targeted ads to unveil google personal profiles. In Information Forensics and Security (WIFS), 2015 IEEE International Workshop on. IEEE, 1--6.","key":"key-10.1145\/3178876.3186096-13","DOI":"10.1109\/WIFS.2015.7368607"},{"doi-asserted-by":"crossref","unstructured":"Jonathan Crussell, Ryan Stevens, and Hao Chen. 2014. Madfraud: Investigating ad fraud in android applications. In Proceedings of the 12th annual international conference on Mobile systems, applications, and services. 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(2016).","key":"key-10.1145\/3178876.3186096-20"},{"unstructured":"Md Shahrear Iqbal, Mohammad Zulkernine, Fehmi Jaafar, and Yuan Gu. 2017. Protecting Internet users from becoming victimized attackers of click-fraud. Journal of Software: Evolution and Process (2017).","key":"key-10.1145\/3178876.3186096-21"},{"unstructured":"Lauren Johnson. 2017. U.S. Digital Advertising Will Make $83 Billion This Year, Says EMarketer. http:\/\/www.adweek.com\/digital\/u-s-digital-advertising-willmake-83-billion-this-year-says-emarketer\/. (2017).","key":"key-10.1145\/3178876.3186096-22"},{"unstructured":"Peter LaFond. 2016. How Retailer ShopStyle Gained a 200% Increase in Retargeting Conversions with TruSignal and MediaMath. http:\/\/www.mediamath.com\/blog\/how-retailer-shopstyle-gained-a-200- increase-in-retargeting-conversions-with-trusignal-and-mediamath\/. (2016).","key":"key-10.1145\/3178876.3186096-23"},{"unstructured":"Bin Liu, Suman Nath, Ramesh Govindan, and Jie Liu. 2014. 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