Sarah Rajtmajer

1 indexed paper

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Crypto×1AI×1

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Qian Ma1×

Research Timeline

2026

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

The paper proposes RPSG, a method that uses private seeds and differential privacy to generate highly realistic and strongly privacy-preserving synthetic data replicas of private text for LLMs.

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Papers

cs.CRcs.AIRecentApr 8, 2026

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

Qian Ma, Sarah Rajtmajer

The paper proposes RPSG, a method that uses private seeds and differential privacy to generate highly realistic and strongly privacy-preserving synthetic data replicas of private text for LLMs.

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