LADFA: AI that maps your personal data in privacy policies
AI that reads privacy policies so you don't have to
Privacy policies are long, legal, and hard to compare. LADFA is a new AI framework that turns those walls of text into a clear map of how companies collect, use, store, and share your personal data.
How it works:
- Pre-process: Cleans and segments policy text.
- LLM + RAG: Uses a large language model with a curated knowledge base to extract who collects what, why, and where it goes.
- Data flow graph: Builds a map of personal data flows for deeper analysis.
Why it matters:
- Enables faster, more consistent cross-policy comparisons.
- Helps consumers, auditors, and regulators spot risky practices.
- Customisable for other complex, text-heavy documents.
Case study: The team demonstrated effectiveness on 10 automotive privacy policies.
Read the paper: https://arxiv.org/abs/2601.10413v1
Paper: https://arxiv.org/abs/2601.10413v1
Register: https://www.AiFeta.com
AI Privacy LLM RAG DataProtection NLP Cybersecurity Automotive
