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Exploring Consequences of Privacy Policies with Narrative Generation via Answ...

Talkat ProLaLa 2023 · on Sunday, 2023-01-15· [ai-assisted-development, policy-and-regulation]
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A system encodes policy actors, roles and actions in Answer Set Programming to turn privacy clauses into constraints over a story planner, letting the model forward-simulate concrete event sequences and answer whether outcomes are possible and which clauses are violated. Demonstrated on HIPAA, the implementation produces human-readable narratives, supports modular reusable policy modules, lets policy authors test reported violations, and successfully identifies clause breaches on the examples shown via narrative generation.

AI-written summary · about

  1. 0:00Policy ignorance and legal consequences
  2. 1:05Privacy policies and outcomes
  3. 3:12Narrative for complex policies
  4. 6:24Encoding HIPAA policies
  5. 8:51Future work on updates and testing
  6. 10:16Verifiable privacy policy solutions
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