Emanuele Ledda

13 papers Misc 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the robustness of adversarial training against uncertainty attacks.
Pattern Recognit.
Emanuele Ledda, Giovanni Scodeller, Daniele Angioni, Giorgio Piras, Antonio Emanuele Cinà, Giorgio Fumera, Battista Biggio, Fabio Roli
2024 J jnl
On the Robustness of Adversarial Training Against Uncertainty Attacks.
CoRR
Emanuele Ledda, Giovanni Scodeller, Daniele Angioni, Giorgio Piras, Antonio Emanuele Cinà, Giorgio Fumera, Battista Biggio, Fabio Roli
2023 — conf
Adversarial Attacks Against Uncertainty Quantification.
ICCV (Workshops)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
2023 J jnl
Adversarial Attacks Against Uncertainty Quantification.
CoRR
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
2023 — conf
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting.
ICIAP (2)
Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
2023 J jnl
Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks.
CoRR
Emanuele Ledda, Giorgio Fumera, Fabio Roli
2023 J jnl
Dropout injection at test time for post hoc uncertainty quantification in neural networks.
Inf. Sci.
Emanuele Ledda, Giorgio Fumera, Fabio Roli
2023 — conf
Evaluation of Robustness Metrics for Defense of Machine Learning Systems.
ICMCIS
J. DeMarchi, R. Rijken, J. Melrose, B. Madahar, Giorgio Fumera, Fabio Roli, Emanuele Ledda, Metin Aktas, Frank Kurth, Paul M. Baggenstoss, Björn Pelzer, L. Kanestad
2023 — conf
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks.
ICIAP Workshops (1)
Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera
2023 — conf
Trustworthy AI in Video Surveillance: The IMMAGINA Project.
Ital-IA
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
2022 — conf
On the Evaluation of Video-Based Crowd Counting Models.
ICIAP (3)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
2021 Misc conf
Applying Long-Short Term Memory Recurrent Neural Networks for Real-Time Stroke Recognition.
EICS
Emanuele Ledda, Lucio Davide Spano
2021 — conf
How Realistic Should Synthetic Images Be for Training Crowd Counting Models?
CAIP (2)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera