Detecting Abnormal Profiles in Collaborative Filtering Recommender Systems

no code implementations • 18 Jun 2015 • Zhihai Yang

In this paper, we propose a novel detection method to make recommender systems resistant to the "shilling" attacks or "profile injection" attacks.

Collaborative Filtering Recommendation Systems

Re-scale AdaBoost for Attack Detection in Collaborative Filtering Recommender Systems

no code implementations • 15 Jun 2015 • Zhihai Yang, Lin Xu, Zhongmin Cai

Collaborative filtering recommender systems (CFRSs) are the key components of successful e-commerce systems.

Collaborative Filtering General Classification +2