Giorgio Buttazzo
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Artificial Intelligence
(2)
Analysis
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
semantic segmentation
(3)
adversarial robustness
(1)
object detection
(1)
robust classification
(1)
autonomous driving
(1)
neural network optimization
(1)
image annotation
(1)
adversarial attack
(1)
convolutional neural network
(1)
convolutional network
(1)
memory efficiency
(1)
adversarial defense
(1)
neural network robustness
(1)
adversarial patch attack
(1)
convolutional layer
(1)
synthetic dataset
(1)
lipschitz constraint
(1)
certifiable robustness
(1)
physically realizable attack
(1)
neural network
(1)
Papers
SynDRA: Synthetic Dataset for Railway Applications
WACV 2025
1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness
CVPR 2024
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