A survey of attack detection approaches in collaborative filtering recommender systems
出版年份 2020 全文链接
标题
A survey of attack detection approaches in collaborative filtering recommender systems
作者
关键词
-
出版物
ARTIFICIAL INTELLIGENCE REVIEW
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-09-14
DOI
10.1007/s10462-020-09898-3
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Trustworthy and profit: A new value-based neighbor selection method in recommender systems under shilling attacks
- (2019) Yuanfeng Cai et al. DECISION SUPPORT SYSTEMS
- A shilling attack detector based on convolutional neural network for collaborative recommender system in social aware network
- (2018) Chao Tong et al. COMPUTER JOURNAL
- TCARS: Time- and Community-Aware Recommendation System
- (2018) Fatemeh Rezaeimehr et al. Future Generation Computer Systems-The International Journal of eScience
- UD-HMM: An unsupervised method for shilling attack detection based on hidden Markov model and hierarchical clustering
- (2018) Fuzhi Zhang et al. KNOWLEDGE-BASED SYSTEMS
- Shilling attacks against collaborative recommender systems: a review
- (2018) Mingdan Si et al. ARTIFICIAL INTELLIGENCE REVIEW
- Defending shilling attacks in recommender systems using soft co-clustering
- (2017) Li Yang et al. IET Information Security
- Supervised approach for detecting average over popular items attack in collaborative recommender systems
- (2016) Quanqiang Zhou IET Information Security
- Re-scale AdaBoost for attack detection in collaborative filtering recommender systems
- (2016) Zhihai Yang et al. KNOWLEDGE-BASED SYSTEMS
- Estimating user behavior toward detecting anomalous ratings in rating systems
- (2016) Zhihai Yang et al. KNOWLEDGE-BASED SYSTEMS
- SVM-TIA a shilling attack detection method based on SVM and target item analysis in recommender systems
- (2016) Wei Zhou et al. NEUROCOMPUTING
- An imputation-based matrix factorization method for improving accuracy of collaborative filtering systems
- (2015) Manizheh Ranjbar et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Exploiting matrix factorization to asymmetric user similarities in recommendation systems
- (2015) Parivash Pirasteh et al. KNOWLEDGE-BASED SYSTEMS
- Shilling Attacks Detection in Recommender Systems Based on Target Item Analysis
- (2015) Wei Zhou et al. PLoS One
- A probabilistic model to resolve diversity–accuracy challenge of recommendation systems
- (2014) Amin Javari et al. KNOWLEDGE AND INFORMATION SYSTEMS
- HHT–SVM: An online method for detecting profile injection attacks in collaborative recommender systems
- (2014) Fuzhi Zhang et al. KNOWLEDGE-BASED SYSTEMS
- A pattern mining approach to enhance the accuracy of collaborative filtering in sparse data domains
- (2014) Mohsen Ramezani et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- : A novel approach to filter out malicious rating profiles from recommender systems
- (2013) Chen-Yao Chung et al. DECISION SUPPORT SYSTEMS
- Shilling attack detection utilizing semi-supervised learning method for collaborative recommender system
- (2012) Jie Cao et al. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started