PolicyGapper detects 2,689 omitted disclosures across 330 top apps using LLMs, with 0.76 average F1-score on manual validation of a 10% subset.
Gemini API Document Understanding.http://docs.cloud.google.com/vertex-ai/generative-ai/docs/ multimodal/document-understanding
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PolicyGapper: Automated Detection of Inconsistencies Between Google Play Data Safety Sections and Privacy Policies Using LLMs
PolicyGapper detects 2,689 omitted disclosures across 330 top apps using LLMs, with 0.76 average F1-score on manual validation of a 10% subset.