@article{dprivbenchbenchmarkingllmsreasoningfordi,
  title = {DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy},
  author = {Erchi Wang and Pengrun Huang and Eli Chien and Om Thakkar and Kamalika Chaudhuri and Yu-Xiang Wang and Ruihan Wu},
  year = {2026},
  eprint = {2604.15851},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.15851},
}