K Jain, R Jindal - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
In the era of online business, many e-commerce sites have evolved which recommend items according to one's needs and interests. Plenty of data is available to be processed to make …
Finding the most influential people is an NP-hard problem that has attracted many researchers in the field of social networks. The problem is also known as influence …
Z Yang, L Xu, Z Cai, Z Xu - Knowledge-Based Systems, 2016 - Elsevier
Collaborative filtering recommender systems (CFRSs) are the key components of successful E-commerce systems. However, CFRSs are highly vulnerable to “shilling” attacks or “profile …
C Huang, H Li - Proceedings of the 32nd ACM International …, 2023 - dl.acm.org
Recommendation systems (RS) are crucial for alleviating the information overload problem. Due to its pivotal role in guiding users to make decisions, unscrupulous parties are lured to …
Z Yang, Z Cai, X Guan - Knowledge-Based Systems, 2016 - Elsevier
Online rating system plays a crucial role in collaborative filtering recommender systems (CFRSs). However, CFRSs are highly vulnerable to “shilling” attacks in reality. How to …
One of the important issues concerning the spreading process in social networks is the influence maximization. This is the problem of identifying the set of the most influential nodes …
Reliability of a recommender system is extremely substantial for the continuity of the system. Malicious users may harm the reliability of predictions by injecting fake profiles called …
Z Yang, Z Cai, Y Yang - Neurocomputing, 2017 - Elsevier
Online rating systems play an important role in recommender systems. Collaborative filtering recommender systems are highly vulnerable to “shilling” attacks in reality. Although attack …
H Cai, F Zhang - The Computer Journal, 2019 - academic.oup.com
Collaborative filtering (CF) recommender systems have been shown to be vulnerable to shilling attacks. How to quickly and effectively detect shilling attacks is a key challenge for …