A Survey on Adversarial Recommender Systems

Multistakeholder recommendation: Survey and research directions

(2020) Himan Abdollahpouri et al.   USER MODELING AND USER-ADAPTED INTERACTION

ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation

(2020) Ying Li et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

Movie genome: alleviating new item cold start in movie recommendation

(2019) Yashar Deldjoo et al.   USER MODELING AND USER-ADAPTED INTERACTION

Deep Learning Based Recommender System

(2019) Shuai Zhang et al.   ACM COMPUTING SURVEYS

Fashion clothes matching scheme based on Siamese Network and AutoEncoder

(2019) Guangyu Gao et al.   MULTIMEDIA SYSTEMS

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

(2018) Junwei Han et al.   IEEE SIGNAL PROCESSING MAGAZINE

Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy

(2018) Hyejin Shin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation

(2018) Dingqi Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Towards privacy preserving social recommendation under personalized privacy settings

(2018) Xuying Meng et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

(2018) Naveed Akhtar et al.   IEEE Access

A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View

(2018) Qiang Liu et al.   IEEE Access

Adversarial Distillation for Efficient Recommendation with External Knowledge

(2018) Xu Chen et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks

(2018) Yali Du et al.   IEEE TRANSACTIONS ON MULTIMEDIA

APL: Adversarial Pairwise Learning for Recommender Systems

(2018) Zhongchuan Sun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation

(2015) Weiqing Min et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Collaborative Filtering beyond the User-Item Matrix

(2014) Yue Shi et al.   ACM COMPUTING SURVEYS

Shilling attacks against recommender systems: a comprehensive survey

(2012) Ihsan Gunes et al.   ARTIFICIAL INTELLIGENCE REVIEW

Collaborative filtering with temporal dynamics

(2010) Yehuda Koren   COMMUNICATIONS OF THE ACM

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER

Semantic hashing

(2008) Ruslan Salakhutdinov et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING