Defending recommender systems: detection of profile injection attacks

Author:

Williams Chad A.,Mobasher Bamshad,Burke Robin

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Information Systems,Management Information Systems,Software

Reference25 articles.

1. Bhaumik R, Williams C, Mobasher B, Burke R (2006) Securing collaborative filtering against malicious attacks through anomaly detection. In: Proceedings of the 4th workshop on intelligent techniques for web personalization (ITWP’06), Held at AAAI 2006, Boston, July 2006

2. Burke R, Mobasher B, Bhaumik R (2005) Limited knowledge shilling attacks in collaborative filtering systems. In: Proceedings of the 3rd IJCAI workshop in intelligent techniques for personalization, Edinburgh, Scotland, August 2005

3. Burke R, Mobasher B, Williams C, Bhaumik R (2005) Segment-based injection attacks against collaborative filtering recommender systems. In: Proceedings of the international conference on data mining (ICDM 2005), Houston, December 2005

4. Burke R, Mobasher B, Williams C, Bhaumik R (2006) Detecting profile injection attacks in collaborative recommender systems. In: Proceedings of the IEEE joint conference on e-commerce technology and enterprise computing, e-commerce and e-services (CEC/EEE 2006), Palo Alto, CA, June 2006

5. Burke R, Mobasher B, Zabicki R, Bhaumik R (2005) Identifying attack models for secure recommendation. In: Beyond personalization: a workshop on the next generation of recommender systems, San Diego, California, January 2005

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