Junyoung Byun
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Keyword Champion (2)
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Learning Types Β· Machine Learning
(4)
Application Areas
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core AI
(2)
Core Methods
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Learning Types Β· Deep Learning
(1)
Processing
(1)
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
Fast and Differentially Private Fair Clustering
IJCAI 2023
Introducing Competition To Boost the Transferability of Targeted Adversarial Examples Through Clean Feature Mixup
CVPR 2023
Geometrically Adaptive Dictionary Attack on Face Recognition
WACV 2022
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
Parameter-free HE-friendly Logistic Regression
NeurIPS 2021