Salijona Dyrmishi
3 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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The Questioner
(2)
Top co-authors
Research topics
Keywords
adversarial attack
(2)
domain adaptation
(1)
natural language processing
(1)
text classification
(1)
model robustness
(1)
constrained optimization
(1)
constraint satisfaction
(1)
machine learning
(1)
adversarial defense
(1)
synthetic data
(1)
tabular data
(1)
deep generative model
(1)
adversarial example
(1)
human evaluation
(1)
adversarial retraining
(1)
text perturbation
(1)
adversarial robustness
(1)
human perceptibility
(1)
Papers
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
ICLR 2024
How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks
ACL 2023
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space
IJCAI 2022