ISP-Enabled Behavioral Ad Targeting without Deep Packet Inspection

作者: Gabriel Macia-Fernandez , Yong Wang , Rafael Rodriguez-Gomez , Aleksandar Kuzmanovic

DOI: 10.1109/INFCOM.2010.5461963

关键词: Search engineWeb pageOnline advertisingWeb navigationDeep packet inspectionServerWorld Wide WebComputer scienceThe InternetCrawling

摘要: Online advertising is a rapidly growing industry currently dominated by the search engine 'giant' Google. In an attempt to tap into this huge market, Internet Service Providers (ISPs) started deploying deep packet inspection techniques track and collect user browsing behavior. However, such violate wiretap laws that explicitly prevent intercepting contents of communication without gaining consent from consumers. paper, we show it possible for ISPs extract patterns inspecting communication. Our contributions are threefold. First, develop methodology implement system capable extracting web features stored non- content based records online communication, which could be legally shared. When correlated with information collected independently crawling Web, becomes recover actual pages accessed clients. Second, systematically evaluate our on demonstrate can successfully high accuracy. Finally, findings call comprehensive legislative reform would not only enable fair competition in business, but more importantly, protect consumer rights effective way.

参考文章(12)
H. Frystyk, L. Masinter, J. Mogul, J. Gettys, R. Fielding, P. Leach, T. Berners-Lee, Hypertext Transfer Protocol -- HTTP/1.1 acm conference on hypertext. ,vol. 2068, pp. 1- 162 ,(1997)
Andrew Hintz, Fingerprinting websites using traffic analysis privacy enhancing technologies. pp. 171- 178 ,(2002) , 10.1007/3-540-36467-6_13
Qixiang Sun, D.R. Simon, Yi-Min Wang, W. Russell, V.N. Padmanabhan, Lili Qiu, Statistical identification of encrypted Web browsing traffic ieee symposium on security and privacy. pp. 19- 30 ,(2002) , 10.1109/SECPRI.2002.1004359
Douglas C. Sicker, Paul Ohm, Dirk Grunwald, Legal issues surrounding monitoring during network research Proceedings of the 7th ACM SIGCOMM conference on Internet measurement - IMC '07. pp. 141- 148 ,(2007) , 10.1145/1298306.1298307
L. Masinter, R. Fielding, T. Berners-Lee, Uniform Resource Identifiers (URI): Generic Syntax RFC. ,vol. 2396, pp. 1- 40 ,(1998)
Jun Yan, Ning Liu, Gang Wang, Wen Zhang, Yun Jiang, Zheng Chen, How much can behavioral targeting help online advertising? Proceedings of the 18th international conference on World wide web - WWW '09. pp. 261- 270 ,(2009) , 10.1145/1526709.1526745
Tomas Isdal, Harsha V. Madhyastha, Michael Piatek, Arvind Krishnamurthy, Arun Venkataramani, Thomas Anderson, Colin Dixon, iPlane: an information plane for distributed services operating systems design and implementation. pp. 367- 380 ,(2006) , 10.5555/1298455.1298490
Marc Liberatore, Brian Neil Levine, Inferring the source of encrypted HTTP connections Proceedings of the 13th ACM conference on Computer and communications security - CCS '06. pp. 255- 263 ,(2006) , 10.1145/1180405.1180437
M.E. Crovella, A. Bestavros, Self-similarity in World Wide Web traffic: evidence and possible causes IEEE ACM Transactions on Networking. ,vol. 5, pp. 835- 846 ,(1997) , 10.1109/90.650143