| Assessing the Impact of a User-Item Collaborative Attack on Class of Users Y Deldjoo, T Di Noia, FA Merra The 1st Workshop on the Impact of Recommender Systems Co-located with the …, 2019 | 12 | 2019 |
| TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems T Di Noia, D Malitesta, FA Merra The 50th Annual IEEE/IFIP International Conference on Dependable Systems and …, 2020 | 11 | 2020 |
| Adversarial Machine Learning in recommender systems (aml-recsys) Y Deldjoo, T Di Noia, FA Merra Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 9 | 2020 |
| How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 9 | 2020 |
| A Survey on Adversarial Recommender Systems: from Attack/Defense Strategies to Generative Adversarial Networks Y Deldjoo, T Di Noia, FA Merra ACM Computing Surveys, 2021 | 8* | 2021 |
| Sasha: Semantic-aware shilling attacks on recommender systems exploiting knowledge graphs VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra European Semantic Web Conference, 307-323, 2020 | 6 | 2020 |
| Adversarial Learning for Recommendation: Applications for Security and Generative Tasks—Concept to Code VW Anelli, Y Deldjoo, T Di Noia, FA Merra Proceedings of the The 14th ACM Conference on Recommender System, RecSys'20, 2020 | 3 | 2020 |
| Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders VW Anelli, T Di Noia, D Malitesta, FA Merra WDCS@NeurIPS 2020, 2020 | 1 | 2020 |
| Multi-Step Adversarial Perturbations on Recommender Systems Embeddings VW Anelli, A Bellogín, Y Deldjoo, T Di Noia, FA Merra arXiv preprint arXiv:2010.01329, 2020 | 1 | 2020 |
| An Empirical Study of DNNs Robustification Inefficacy in Protecting Visual Recommenders VW Anelli, T Di Noia, D Malitesta, FA Merra arXiv preprint arXiv:2010.00984, 2020 | 1 | 2020 |
| Knowledge-enhanced Shilling Attacks for Recommendation⋆ VW Anelli, Y Deldjoo, T Di Noia, FA Merra The 28th Italian Symposium on Advanced Database Systems (SEBD 2020 …, 2020 | 1 | 2020 |
| Adversarial Recommender Systems: Attack, Defense, and Advances VW Anelli, Y Deldjoo, T Di Noia, FA Merra The 3rd Edition of Recommender Systems Handbook, 2021 | | 2021 |
| Adversarial Learning for Recommendation VW Anelli, Y Deldjoo, T Di Noia, FA Merra Advances in Information Retrieval - ECIR 2021, 2021 | | 2021 |
Tommaso Di NoiaFull Professor, Polytechnic University of BariVerified email at poliba.it
