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Felice Antonio Merra
Felice Antonio Merra
Data Science Manager @ Cognism
Overená e-mailová adresa na: cognism.com - Domovská stránka
Názov
Citované v
Citované v
Rok
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
2382021
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
1502021
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
682020
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
612020
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
502020
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
452021
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'20), 307-323, 2020
432020
Adversarial Recommender Systems: Attack, Defense, and Advances
VW Anelli, Y Deldjoo, T Di Noia, FA Merra
The 3rd Edition of Recommender Systems Handbook, 2021
422021
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
31*2021
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
292019
A study on the relative importance of convolutional neural networks in visually-aware recommender systems
Y Deldjoo, T Di Noia, D Malitesta, FA Merra
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
282021
Leveraging Content-Style Item Representation for Visual Recommendation
Y Deldjoo, T Di Noia, D Malitesta, FA Merra
The 44th European Conference on Information Retrieval (ECIR 2022), 2022
202022
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
202021
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
152021
Formalizing multimedia recommendation through multimodal deep learning
D Malitesta, G Cornacchia, C Pomo, FA Merra, T Di Noia, E Di Sciascio
ACM Transactions on Recommender Systems, 2024
142024
Denoise to protect: a method to robustify visual recommenders from adversaries
FA Merra, VW Anelli, DN Tommaso, D Malitesta, A Mancino
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
132023
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
92021
Assessing Perceptual and Recommendation Mutation of Adversarially-Poisoned Visual Recommenders (short paper).
VW Anelli, T Di Noia, D Malitesta, FA Merra
DP@ AI* IA 2776, 49-56, 2020
92020
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
82020
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
OHARS@RecSys '21, 2021
32021
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–20