Thibault Simonetto
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Venues
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Research topics
Keywords
adversarial robustness
(3)
evasion attack
(2)
adversarial attack
(2)
gradient attack
(2)
deep neural network
(1)
adversarial defense
(1)
tabular data
(1)
adversarial example
(1)
tabular deep learning
(1)
classification model
(1)
robustification mechanism
(1)
adversarial retraining
(1)
threat model
(1)
adversarial learning
(1)
model defense
(1)
model robustness
(1)
deep learning
(1)
constrained optimization
(1)
Papers
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
NeurIPS 2024
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
NeurIPS 2024
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
IJCAI 2022