Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review

Measuring and Exploiting Confirmation Bias in LLM-Assisted Security Code Review explores This research demonstrates a critical confirmation bias vulnerability in LLM-assisted code review tools, showing how it can be exploited in supply-chain attacks and proposing debiasing methods to mitigate risks.. Commercial viability score: 7/10 in AI-Assisted Security Code Review.