A detection method for hybrid attacks in recommender systems

Unsupervised strategies for shilling detection and robust collaborative filtering

Bhaskar Mehta, Wolfgang Nejdl · User Modeling and User-Adapted Interaction · 2008 · 170 citations

Computing, Computer Science, Data Science +11

Defending recommender systems: detection of profile injection attacks

Chad Williams, Bamshad Mobasher, Robin Burke · Service Oriented Computing and Applications · 2007 · 157 citations

Computing, Computer Science, Cybersecurity +12

ETAF: An extended trust antecedents framework for trust prediction

Guibing Guo, Jie Zhang, Daniël Thalmann et al. · 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014) · 2014 · 121 citations

Computing, Data Science, Predictive Analytics +14

SVM-TIA a shilling attack detection method based on SVM and target item analysis in recommender systems

Wei Zhou, Junhao Wen, Qingyu Xiong et al. · Neurocomputing · 2016 · 101 citations

Computing, Computer Engineering, Computer Science +10

Re-scale AdaBoost for attack detection in collaborative filtering recommender systems

Zhihai Yang, Lin Xu, Zhongmin Cai et al. · Knowledge-Based Systems · 2016 · 92 citations

Computing, Computer Science, Cybersecurity +12