Detecting Fake Co-visitation Injection Attack in Graph-based Recommendation Systems

Author:

Mahmood Tropa1ORCID,Adnan Muhammad Abdullah1ORCID

Affiliation:

1. Bangladesh University of Engineering and Technology, Bangladesh

Publisher

ACM

Reference27 articles.

1. Charu  C. Aggarwal . 2015. Outlier Analysis . In Data Mining: The Textbook . Springer International Publishing , Cham , 237–263. https://doi.org/10.1007/978-3-319-14142-8_8 10.1007/978-3-319-14142-8_8 Charu C. Aggarwal. 2015. Outlier Analysis. In Data Mining: The Textbook. Springer International Publishing, Cham, 237–263. https://doi.org/10.1007/978-3-319-14142-8_8

2. Classification features for attack detection in collaborative recommender systems

3. Anomaly detection

4. : A novel approach to filter out malicious rating profiles from recommender systems

5. David Combe , Christine Largeron , Mathias Géry , and Előd Egyed-Zsigmond . 2015. I-Louvain: An Attributed Graph Clustering Method . In Advances in Intelligent Data Analysis XIV, Elisa Fromont, Tijl De Bie, and Matthijs van Leeuwen (Eds.) . Springer International Publishing , Cham , 181–192. https://doi.org/10.1007/978-3-319-24465-5_16 10.1007/978-3-319-24465-5_16 David Combe, Christine Largeron, Mathias Géry, and Előd Egyed-Zsigmond. 2015. I-Louvain: An Attributed Graph Clustering Method. In Advances in Intelligent Data Analysis XIV, Elisa Fromont, Tijl De Bie, and Matthijs van Leeuwen (Eds.). Springer International Publishing, Cham, 181–192. https://doi.org/10.1007/978-3-319-24465-5_16

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1. Poisoning Federated Recommender Systems with Fake Users;Proceedings of the ACM Web Conference 2024;2024-05-13

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