# Analysis of Privacy Policies to Enhance Informed Consent (Extended Version)

arXiv: https://arxiv.org/abs/1903.06068 · HTML: https://mlsanity.com/paper/1903.06068/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 14 Mar 2019.

## Built on by (most cited first, 2 of 2)

- [Automating privacy decisions -- where to draw the line?](https://mlsanity.com/paper/2305.08747/) (2023)
- [SoK: From Generation to Consumption of Privacy Documents in Software Systems](https://mlsanity.com/paper/2608.12511/) (2026)

## Abstract (arXiv)

In this report, we present an approach to enhance informed consent for the processing of personal data. The approach relies on a privacy policy language used to express, compare and analyze privacy policies. We describe a tool that automatically reports the privacy risks associated with a given privacy policy in order to enhance data subjects' awareness and to allow them to make more informed choices. The risk analysis of privacy policies is illustrated with an IoT example.