SEW: Style-Encoded Watermarking of LLM-Generated Code
SEW watermarks already generated LLM code using secret-keyed style rules calibrated on human-written code.
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Stories tagged #llm-code
Specification Before Generation: A Pre-Registered, Five-Model Paired Evaluation of a Specification Frame for LLM-Generated Code in Money, Time, Idempotency, and Access Tasks
A 267-word specification frame cut security defects in code from five frontier models, and never made any model worse.