Kiwan Maeng
3 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(4)
Conferences
ICML (1)
NIPS (1)
OSDI (1)
Top co-authors
Research topics
Keywords
privacy-preserving machine learning
(1)
federated learning
(1)
privacy attack
(1)
blind source separation
(1)
independent component analysis
(1)
fisher information
(1)
privacy risk
(1)
gradient inversion
(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)
data encoding
(1)
aggregation attack
(1)
privacy-preserving encoding
(1)
privacy-preserving instance encoding
(1)
Papers
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information
NIPS 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