“Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness”
by Bamshad Mobasher, Robin Burke, Runa Bhaumik, and Chad Williams.
ACM Transactions on Internet Technology, vol. 7, no. 4, Oct. 2007, ACM.
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“Classification features for attack detection in collaborative recommender systems”
by Robin Burke, Bamshad Mobasher, Chad Williams, and Runa Bhaumik.
In KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, (New York, NY, USA), 2006, pp. 542-547.
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“The Impact of Attack Profile Classification on the Robustness of Collaborative Recommendation”
by Chad Williams, Runa Bhaumik, Robin Burke, and Bamshad Mobasher.
In Proceedings of the 2006 WebKDD Workshop, (Held at KDD 2006, Philadelphia), Aug. 2006.
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“Detection of Obfuscated Attacks in Collaborative Recommender Systems”
by Chad Williams, Bamshad Mobasher, Robin Burke, Jeff Sandvig, and Runa Bhaumik.
In Proceedings of the ECAI'06 Workshop on Recommender Systems, (Held at the 17th European Conference on Artificial Intelligence (ECAI'06), Riva del Garda, Italy), Aug. 2006.
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“Securing Collaborative Filtering Against Malicious Attacks Through Anomaly Detection”
by Runa Bhaumik, Chad Williams, Bamshad Mobasher, and Robin Burke.
In Proceedings of the 4th Workshop on Intelligent Techniques for Web Personalization (ITWP'06), (Held at AAAI 2006, Boston, Massachusetts), July 2006.
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“Detecting Profile Injection Attacks in Collaborative Recommender Systems”
by Robin Burke, Bamshad Mobasher, Chad Williams, and Runa Bhaumik.
In Proceedings of the 8th IEEE Conference on E-Commerce Technology (CEC'06), (San Francisco, California), June 2006.
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“Evaluation of Profile Injection Attacks In Collaborative Recommender Systems”
by Chad Williams, Runa Bhaumik, Jeff Sandvig, Bamshad Mobasher, and Robin Burke.
In DePaul CTI Research Symposium / Midwest Software Engineering Conference (CTIRS/MSEC 2006), (Chicago, Illinois), Apr. 2006.
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