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Author

Federica Granese

Observed names: Granese F., Granese, Federica
Observed institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, École Polytechnique, Université Côte d'Azur, Université Paris-Saclay, Sorbonne Université, Laboratoire d'Informatique, Signaux et Systèmes de Sophia Antipolis, Centre Inria de Saclay, Laboratoire d'Informatique de l'École Polytechnique, Institut Polytechnique de Paris, Unité de Modélisation Mathématique et Informatique des Systèmes Complexes, Institut de Recherche pour le Développement, MARIANNE: Modèles et données pour l'argumentation computationnelle en langage naturel, New York University, Sapienza University of Rome
ORCID: 0000-0002-0084-521X
Observed ORCID: 0000-0002-0084-521X
OpenAlex ID: A5007579755
Securing Machine Learning Algorithms
2023 · Granese, Federica · theses.fr (ABES) · 21
ECGrecover: A Deep Learning Approach for Electrocardiogram Signal Completion
2025 · Alex Lence, Federica Granese, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 14
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DOCTOR: A Simple Method for Detecting Misclassification Errors
2021 · Granese, Federica, Romanelli, Marco, et al. · arXiv (Cornell University) · 9
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Enhanced models for privacy and utility in continuous-time diffusion networks
2021 · Federica Granese, Daniele Gorla, et al. · International Journal of Information Security · 5
MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors
2023 · Federica Granese, Marine Picot, et al. · Lecture notes in computer science · 3
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Enhanced Models for Privacy and Utility in Continuous-Time Diffusion Networks
2019 · Daniele Gorla, Federica Granese, et al. · Lecture notes in computer science · 3
Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams
2025 · Federica Granese, Benjamin Navet, et al. · Lecture notes in computer science · 1
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ECGtizer: An open-source, fully automated pipeline for digitization and signal recovery from paper electrocardiograms
2025 · Alex Lence, Ahmad Fall, et al. · Biomedical Signal Processing and Control · 1
On Estimating the Strength of Differentially Private Mechanisms in a Black-Box Setting
2025 · Daniele Gorla, Louis Jalouzot, et al. · IEEE Transactions on Dependable and Secure Computing · 1
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Ecgtizer: A Fully Automated Digitizing and Signal Recovery Pipeline for Electrocardiograms
2025 · Alex Lence, Ahmad Fall, et al. · SSRN Electronic Journal · 1
Optimal Zero-Shot Detector for Multi-Armed Attacks
2024 · Granese, Federica, Romanelli, Marco, et al. · arXiv (Cornell University) · 1
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On the (Im)Possibility of Estimating Various Notions of Differential Privacy
2022 · Gorla, Daniele, Jalouzot, Louis, et al. · arXiv (Cornell University) · 1
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Are Tabular Foundation Models Robust to Realistic Query Distribution Shifts in Microbiome Data?
2026 · Giulia Perciballi, Ahmad Fall, et al. · Lecture notes in computer science
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Sentence-Level Topic Modeling with Lexical and Contextual Evidence
2026 · Granese, Federica, Villata, Serena, et al. · arXiv (Cornell University)
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TSPFN: A Temporal Tabular Foundation Model for Physiological Time Series Classification
2026 · Stym-Popper, Jérémie, Rambour, Clément, et al. · arXiv (Cornell University)
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IKrNet: A Neural Network for Detecting Specific Drug-Induced Patterns in Electrocardiograms Amidst Physiological Variability
2026 · Ahmad Fall, Federica Granese, et al. · SSRN Electronic Journal
Stick-Breaking Embedded Topic Model with Continuous Optimal Transport for Online Analysis of Document Streams
2025 · Granese, Federica, Villata, Serena, et al. · arXiv (Cornell University)
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Adapting TabPFN for Zero-Inflated Metagenomic Data
2024 · Perciballi, Giulia, Granese, Federica, et al. · HAL
On the (Im)Possibility of Estimating Various Notions of Differential Privacy (short paper)
2023 · Gorla, Daniele, Jalouzot, Louis, et al. · HAL
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Towards Securing Machine Learning Algorithms through Misclassification Detection and Adversarial Attack Detection
2023 · Granese, Federica · HAL
Securing Machine Learning Algorithms
2023 · Federica Granese
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection
2023 · Granese, Federica, Romanelli, Marco, et al. · arXiv (Cornell University)
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Works count: 25
Citation count: 62
H-index: 4
I10-index: 2
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