SPDZCoder combines hand-crafted expert rules with LLM prompting to translate Python to MP-SPDZ, reporting 85.9% pass@1 on its new SPDZEval benchmark, far above the best direct-LLM baseline.
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SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code
SPDZCoder combines hand-crafted expert rules with LLM prompting to translate Python to MP-SPDZ, reporting 85.9% pass@1 on its new SPDZEval benchmark, far above the best direct-LLM baseline.