Felice Antonio Merra
Felice Antonio Merra
Ph.D. Candidate at Polytechnic University of Bari.
Vahvistettu sähköpostiosoite verkkotunnuksessa poliba.it - Kotisivu
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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
31*2021
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
212020
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
212020
Sasha: Semantic-aware shilling attacks on recommender systems exploiting knowledge graphs
VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra
The 17th European Semantic Web Conference (ESWC'21), 307-323, 2020
202020
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
152019
Adversarial Machine Learning in recommender systems (aml-recsys)
Y Deldjoo, T Di Noia, FA Merra
The 13th International Conference on Web Search and Data Mining (WSDM), 869-872, 2020
142020
Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ...
The 44th International ACM SIGIR Conference on Research and Development in …, 2021
132021
A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images
VW Anelli, Y Deldjoo, T Di Noia, D Malitesta, FA Merra
The 44th International ACM SIGIR Conference on Research and Development in …, 2021
8*2021
MSAP: Multi-Step Adversarial Perturbations on Recommender Systems Embeddings
VW Anelli, A Bellogín, Y Deldjoo, T Di Noia, FA Merra
The 34th FLAIRS Conference, 2021
6*2021
Adversarial Learning for Recommendation: Applications for Security and Generative Tasks—Concept to Code
VW Anelli, Y Deldjoo, T Di Noia, FA Merra
The 14th ACM Conference on Recommender System, RecSys'20, 2020
42020
Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders
VW Anelli, T Di Noia, D Malitesta, FA Merra
The 1st NeurIPS Workshop on Dataset Curation and Security (WDCS@NeurIPS'21), 2020
32020
A Study on the Relative Importance of Convolutional Neural Networks in Visually-Aware Recommender Systems
Y Deldjoo, T Di Noia, D Malitesta, FA Merra
The 4th CVPR Workshop on Computer Vision for Fashion, Art, and Design, 2021
22021
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
22020
The Idiosyncratic Effects of Adversarial Training on Bias in Personalized Recommendation Learning
VW Anelli, T Di Noia, FA Merra
The 15th ACM Conference on Recommender Systems (RecSys'21), 2021
12021
V-Elliot: Design, Evaluate and Tune Visual Recommender Systems
VW ANELLI, A BELLOGÍN, A FERRARA, D MALITESTA, FA MERRA, ...
The 11th edition of the Italian Information Retrieval Workshop (IIR'21), 2021
12021
A Formal Analysis of Recommendation Quality of Adversarially-trained Recommenders
VW Anelli, Y Deldjoo, T Di Noia, FA Merra
The 30th ACM International Conference on Information and Knowledge …, 2021
2021
Adversarial Attacks against Visual Recommendation: an Investigation on the Influence of Items' Popularity
VW Anelli, T Di Noia, E Di Sciascio, D Malitesta, FA Merra
The 2nd Workshop on Online Misinformation- and Harm-Aware Recommender …, 2021
2021
A Regression Framework to Interpret the Robustness of Recommender Systems Against Shilling Attacks
Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra
The 11th Italian Information Retrieval Workshop (IIR'21), 2021
2021
How to perform reproducible experiments in the ELLIOT recommendation framework: data processing, model selection, and performance evaluation
VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ...
The 11th Italian Information Retrieval Workshop (IIR'21), 2021
2021
V-Elliot: Build, Evaluate and Tune Visual Recommender Systems
VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ...
The 15th ACM Conference on Recommender Systems (RecSys'21), 2021
2021
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