Alessandro Biondi

3 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

AAAI (2) WACV (1)

Top co-authors

Giorgio Buttazzo (3) Giulio Rossolini (3) Fabio Brau (2) Federico Nesti (2) Saasha Nair (1)

Research topics

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

Keywords

semantic segmentation (2) object detection (1) robust classification (1) autonomous driving (1) adversarial attack (1) convolutional neural network (1) convolutional network (1) adversarial defense (1) adversarial patch attack (1) physically realizable attack (1) neural network (1) real-world robustness (1) expectation over transformation (1) z-score analysis (1) signed distance classifier (1) unitary gradient (1)

Papers

Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis AAAI 2023 Robust-by-Design Classification via Unitary-Gradient Neural Networks AAAI 2023 Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks WACV 2022