Federica Granese

Orcid: 0000-0002-0084-521X

According to our database1, Federica Granese authored at least 11 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
ECGrecover: a Deep Learning Approach for Electrocardiogram Signal Completion.
CoRR, 2024

Optimal Zero-Shot Detector for Multi-Armed Attacks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Towards Securing Machine Learning Algorithms through Misclassification Detection and Adversarial Attack Detection. (Vers la Sécurisation des Algorithmes d'Apprentissage Automatique par Misclassification Detection et Adversarial Attack Detection).
PhD thesis, 2023

A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection.
Trans. Mach. Learn. Res., 2023

A Minimax Approach Against Multi-Armed Adversarial Attacks Detection.
CoRR, 2023

On the (Im)Possibility of Estimating Various Notions of Differential Privacy (short paper).
Proceedings of the 24th Italian Conference on Theoretical Computer Science, 2023

2022
On the (Im)Possibility of Estimating Various Notions of Differential Privacy.
CoRR, 2022

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors.
CoRR, 2022

MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021
Enhanced models for privacy and utility in continuous-time diffusion networks.
Int. J. Inf. Sec., 2021

DOCTOR: A Simple Method for Detecting Misclassification Errors.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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