Junyoung Byun
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
CVPR (2)
WACV (2)
EMNLP (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
adversarial example
(3)
targeted adversarial attack
(2)
transferable attack
(2)
logistic regression
(1)
ridge regression
(1)
face recognition
(1)
privacy preservation
(1)
query efficiency
(1)
privacy-preserving learning
(1)
utility optimization
(1)
feature space
(1)
generalization error bound
(1)
adversarial attack
(1)
black-box attack
(1)
adversarial defense
(1)
3d object
(1)
retrieval-augmented generation
(1)
density-based clustering
(1)
homomorphic encryption
(1)
fair clustering
(1)
Papers
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?
EMNLP 2025
Introducing Competition To Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup
CVPR 2023
Fast and Differentially Private Fair Clustering
IJCAI 2023
Improving the Transferability of Targeted Adversarial Examples Through Object-Based Diverse Input
CVPR 2022
On the Effectiveness of Small Input Noise for Defending Against Query-Based Black-Box Attacks
WACV 2022
Geometrically Adaptive Dictionary Attack on Face Recognition
WACV 2022
Parameter-free HE-friendly Logistic Regression
NIPS 2021