zkCraft combines LLM-guided mutations with R1CS-aware localization and Violation IOP proofs to detect under- and over-constrained faults in zero-knowledge circuits while reducing solver queries.
Mutation-based consistency testing for evaluating the code understanding capability of llms
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zkCraft: Prompt-Guided LLM as a Zero-Shot Mutation Pattern Oracle for TCCT-Powered ZK Fuzzing
zkCraft combines LLM-guided mutations with R1CS-aware localization and Violation IOP proofs to detect under- and over-constrained faults in zero-knowledge circuits while reducing solver queries.