AI privacy document research systematized in new arXiv paper

A new Systematization of Knowledge (SoK) paper published on arXiv reviews 290 papers from 2010-2025 concerning privacy documents in software systems. The paper organizes research around five questions covering the definition, generation, analysis, compliance checking, and improvement of privacy documents. It identifies 15 research trends and 21 open opportunities, highlighting four broader directions including AI-centric platforms, data foundations, LLM-based policy-code analysis, and dual usability for end-users and developers. AI

IMPACT Highlights emerging challenges and opportunities in applying AI and LLMs to privacy document analysis and compliance.

RANK_REASON The cluster contains a systematization of knowledge paper on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

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