Nam H. Nguyen
1 indexed paper
Recent (6 mo)
1With code
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126
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ML×1NLP×1Crypto×1
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2026
Evaluating LLM Simulators as Differentially Private Data Generators
The paper evaluates LLM-based simulators for generating differentially private synthetic data, finding that while they show promise for utility, they suffer from significant distribution drift due to systematic LLM biases.
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