Kiwan Maeng
4 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Security & Privacy
(3)
Privacy
(3)
Machine Learning
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Differential Privacy
(1)
Foundations
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
privacy-preserving machine learning
(1)
federated learning
(1)
differential privacy
(1)
privacy attack
(1)
blind source separation
(1)
independent component analysis
(1)
fisher information
(1)
correlated noise
(1)
privacy risk
(1)
gradient inversion
(1)
private training
(1)
compiler optimization
(1)
dynamic adaptation
(1)
intermittent computing
(1)
energy harvesting
(1)
forward progress
(1)
runtime system
(1)
gradient inversion attack
(1)
instance encoding
(1)
system architecture
(1)
Papers
Cocoon: A System Architecture for Differentially Private Training with Correlated Noises
OSDI 2026
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
NeurIPS 2023
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
ICML 2023
Adaptive Dynamic Checkpointing for Safe Efficient Intermittent Computing
OSDI 2018