Federico Nesti

3 papers · 2022–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

WACV (2) AAAI (1)

Top co-authors

Giulio Rossolini (3) Giorgio Buttazzo (3) Alessandro Biondi (2) Salvatore Sabina (1) Mauro Marinoni (1) Gianluca D'Amico (1) Saasha Nair (1) Fabio Brau (1)

Research topics

Computer Vision (3) Deep Learning (2) Machine Learning (2) Analysis (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Domain-Specific (1) Learning Types · Deep Learning (1) Processing (1) Techniques (1)

Keywords

semantic segmentation (3) object detection (1) autonomous driving (1) image annotation (1) convolutional neural network (1) convolutional network (1) adversarial defense (1) adversarial patch attack (1) synthetic dataset (1) physically realizable attack (1) unreal engine (1) real-world robustness (1) expectation over transformation (1) z-score analysis (1)

Papers

SynDRA: Synthetic Dataset for Railway Applications WACV 2025 Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis AAAI 2023 Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks WACV 2022