Methods and systems of classifying spam URL
作者： Eugene Zarakhovsky , Brent Dorman , Allan Stewart , Christopher Palow , Chetan Gowda
DOI:
关键词:
摘要: A method of operation a URL spam detection system includes: identifying feature dimension user action on social networking to detect anomalies; extracting chunks from content associated with the action; aggregating non-content along into distribution store produce for each chunks; determining whether particular chunk within exceeds an expectation threshold dimension; and classifying as illegitimate when restrict access system.
lens.org 参考文章(8)
Ronald A. Franczyk, Jeffrey S. Williams, Tony Lee, Identifying potentially offending content using associations ,(2007)
Jonghyuk Song, Sangho Lee, Jong Kim, Spam Filtering in Twitter Using Sender-Receiver Relationship Lecture Notes in Computer Science. pp. 301- 317 ,(2011) , 10.1007/978-3-642-23644-0_16
Patrick Haffner, Oliver Spatscheck, Subhabrata Sen, Dongmei Wang, Application signature based traffic classification ,(2006)
Qian Xu, Evan Wei Xiang, Qiang Yang, Jiachun Du, Jieping Zhong, SMS Spam Detection Using Noncontent Features IEEE Intelligent Systems. ,vol. 27, pp. 44- 51 ,(2012) , 10.1109/MIS.2012.3
Marco Túlio Ribeiro, Pedro H. Calais Guerra, Leonardo Vilela, Adriano Veloso, Dorgival Guedes, Wagner Meira, Marcelo H. P. C. Chaves, Klaus Steding-Jessen, Cristine Hoepers, Spam detection using web page content Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference on - CEAS '11. pp. 83- 91 ,(2011) , 10.1145/2030376.2030386
Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffrey M. Voelker, Beyond blacklists Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. pp. 1245- 1254 ,(2009) , 10.1145/1557019.1557153
Kurt Thomas, Chris Grier, Justin Ma, Vern Paxson, Dawn Song, Design and Evaluation of a Real-Time URL Spam Filtering Service ieee symposium on security and privacy. pp. 447- 462 ,(2011) , 10.1109/SP.2011.25
Dit-Yan Yeung, Ho-Yu Lam, A learning approach to spam detection based on social networks conference on email and anti spam. ,(2007)