Alessandro Biondi
3 papers · 2022–2023 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
WACV (1)
Top co-authors
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)
neural network
(1)
real-world robustness
(1)
expectation over transformation
(1)
z-score analysis
(1)
physically-realizable attack
(1)
signed distance classifier
(1)
unitary gradient
(1)
Papers
Robust-by-Design Classification via Unitary-Gradient Neural Networks
AAAI 2023
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