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Home/Authors/Jungmin Kwon

Jungmin Kwon

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Crypto×1Vision×1ML×1

Frequent co-authors

Beomjin Ahn1×
Chanyong Jung1×
Jaewook Chung1×

Research Timeline

2026
LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters

LoREnc is a novel, training-free framework that secures Foundation Models (FMs) and LoRA adapters against intellectual property leakage and model recovery attacks by spectrally truncating weights and applying orthogonal reparameterization.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.CVcs.LGRecentMay 13, 2026

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters

Beomjin Ahn, Jungmin Kwon, Chanyong Jung, Jaewook Chung

LoREnc is a novel, training-free framework that secures Foundation Models (FMs) and LoRA adapters against intellectual property leakage and model recovery attacks by spectrally truncating weights and…

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