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
15*2021
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
152020
How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models
Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra
The 43rd International ACM SIGIR Conference on Research and Development in …, 2020
152020
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
132019
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
92020
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
92020
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
3*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
32020
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
2*2021
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
22020
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
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
12021
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
12021
AMFLP: Adversarial Matrix Factorization-based Link Predictor in Social Graphs
G De Candia, T Di Noia, E Di Sciascio, FA Merra
The 29th Italian Symposium on Advanced Database Systems, SEBD 2021, 1-12, 2021
2021
Understanding the Effects of Adversarial Personalized Ranking Optimization Method on Recommendation Quality
VW Anelli, Y Deldjoo, T Di Noia, FA Merra
AdvML@KDD2021 (No Proceedings), 2021
2021
Adversarial Learning for Recommendation
VW Anelli, Y Deldjoo, T Di Noia, FA Merra
The 43rd European Conference on IR Research (ECIR'21), 2021
2021
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
Semantics-Aware Shilling Attacks against collaborative recommender systems via Knowledge Graphs
VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra
Semantic Web Journal (Under Review), 2021
2021
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Artikkelit 1–18