Author

Brittany Johnson

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#software testing Book Oct 2026

Leveraging Large Language Models for Automated Discriminatory Test Generation

This work developed an LLM-assisted automated discriminatory test generation approach for identifying discriminatory behavior in ML model outcomes using GPT-4o Mini and Claude Sonnet 4 model and shows that LLM-assisted approach achieves higher success rates in identifying discriminatory behavior compared to existing st...

Sadia Afrin Mim, F. Zohra, Brittany Johnson · 0 citations