HiLDe, a code completion UI that exposes and lets users override the LLM's token-level choices, reduced security vulnerabilities in generated code compared to a baseline assistant in a within-subjects study of 18 programmers.
Poisoned chatgpt finds work for idle hands: Exploring developers’ coding practices with inse- cure suggestions from poisoned ai models,
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HiLDe: Intentional Code Generation via Human-in-the-Loop Decoding
HiLDe, a code completion UI that exposes and lets users override the LLM's token-level choices, reduced security vulnerabilities in generated code compared to a baseline assistant in a within-subjects study of 18 programmers.