Introduces Situated Interaction Auditing (SIA) to examine how user sociodemographic signals affect LLM response quality, content, and tone in personal interactions.
and Eslami, Motahhare and Kim, Juho and Liao, Q
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Introduces red teaming versus blue teaming to simulate re-identification attacks and improve anonymization practices for publishing research data in HCI and privacy studies.
citing papers explorer
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Beyond Third-Person Audits: Situated Interaction Auditing for User-Centered LLM Bias Research
Introduces Situated Interaction Auditing (SIA) to examine how user sociodemographic signals affect LLM response quality, content, and tone in personal interactions.
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Putting Privacy to the Test: Introducing Red Teaming for Research Data Anonymization
Introduces red teaming versus blue teaming to simulate re-identification attacks and improve anonymization practices for publishing research data in HCI and privacy studies.