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PoliGraph: Automated Privacy Policy Analysis using Knowledge Graphs. (arXiv:2210.06746v1 [cs.CR])
Oct. 14, 2022, 1:20 a.m. | Hao Cui, Rahmadi Trimananda, Athina Markopoulou, Scott Jordan
cs.CR updates on arXiv.org arxiv.org
Privacy policies disclose how an organization collects and handles personal
information. Recent work has made progress in leveraging natural language
processing (NLP) to automate privacy policy analysis and extract collection
statements from different sentences, considered in isolation from each other.
In this paper, we view and analyze, for the first time, the entire text of a
privacy policy in an integrated way. In terms of methodology: (1) we define
PoliGraph, a type of knowledge graph that captures different relations between …
analysis automated policy policy analysis privacy privacy policy
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