Erchi Wang
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2026
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy
The paper introduces DPrivBench, a new benchmark to test whether large language models (LLMs) can automate the complex reasoning required to verify differential privacy guarantees for algorithms.
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cs.LGcs.AIcs.CRRecentApr 17, 2026
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy
Erchi Wang, Pengrun Huang, Eli Chien, Om Thakkar +3 more
The paper introduces DPrivBench, a new benchmark to test whether large language models (LLMs) can automate the complex reasoning required to verify differential privacy guarantees for algorithms.
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