Felice Antonio Merra
Institute of Cognitive Sciences and Technologies(IT)University of Bari Aldo Moro(IT)
Publications by Year
Research Areas
Recommender Systems and Techniques, Adversarial Robustness in Machine Learning, Generative Adversarial Networks and Image Synthesis, Topic Modeling, Advanced Bandit Algorithms Research
Most-Cited Works
- → A Survey on Adversarial Recommender Systems(2021)188 cited
- → How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models(2020)50 cited
- → Adversarial Machine Learning in Recommender Systems (AML-RecSys)(2020)39 cited
- → TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems(2020)39 cited
- → SAShA: Semantic-Aware Shilling Attacks on Recommender Systems Exploiting Knowledge Graphs(2020)30 cited
- → A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images(2021)30 cited
- → A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks(2020)28 cited
- → Formalizing Multimedia Recommendation through Multimodal Deep Learning(2024)26 cited
- → Adversarial Recommender Systems: Attack, Defense, and Advances(2021)24 cited
- → A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems(2021)23 cited