Large language models: a new approach for privacy policy analysis at scale

D Rodriguez, I Yang, JM Del Alamo, N Sadeh - Computing, 2024 - Springer
The number and dynamic nature of web sites and mobile applications present regulators
and app store operators with significant challenges when it comes to enforcing compliance …

Guileak: Tracing privacy policy claims on user input data for android applications

X Wang, X Qin, MB Hosseini, R Slavin… - Proceedings of the 40th …, 2018 - dl.acm.org
The Android mobile platform supports billions of devices across more than 190 countries
around the world. This popularity coupled with user data collection by Android apps has …

Breaking down walls of text: How can nlp benefit consumer privacy?

A Ravichander, A Black, T Norton, S Wilson… - Computational …, 2021 - par.nsf.gov
Decomposable tasks are complex and comprise of a hierarchy of sub-tasks. Spoken intent
prediction, for example, combines automatic speech recognition and natural language …

Going against the (appropriate) flow: A contextual integrity approach to privacy policy analysis

Y Shvartzshnaider, N Apthorpe, N Feamster… - Proceedings of the …, 2019 - ojs.aaai.org
We present a method for analyzing privacy policies using the framework of contextual
integrity (CI). This method allows for the systematized detection of issues with privacy policy …

Evolution of composition, readability, and structure of privacy policies over two decades

A Adhikari, S Das, R Dewri - Proceedings on Privacy Enhancing …, 2023 - petsymposium.org
Privacy policies outline data collection and sharing practices followed by an organization,
together with choice and control measures available to users to manage the process …

Intent classification and slot filling for privacy policies

WU Ahmad, J Chi, T Le, T Norton, Y Tian… - arXiv preprint arXiv …, 2021 - arxiv.org
Understanding privacy policies is crucial for users as it empowers them to learn about the
information that matters to them. Sentences written in a privacy policy document explain …

Listen carefully to experts when you classify data: A generic data classification ontology encoded from regulations

M Yang, X Chen, L Tan, X Lan, Y Luo - Information Processing & …, 2023 - Elsevier
Along with the proliferation of big data technology, organizations are involved in an
overwhelming data ocean, the huge volume of data makes them at a loss in the face of …

Analyzing privacy policies at scale: From crowdsourcing to automated annotations

S Wilson, F Schaub, F Liu, KM Sathyendra… - ACM Transactions on …, 2018 - dl.acm.org
Website privacy policies are often long and difficult to understand. While research shows
that Internet users care about their privacy, they do not have the time to understand the …

Plue: Language understanding evaluation benchmark for privacy policies in english

J Chi, WU Ahmad, Y Tian, KW Chang - arXiv preprint arXiv:2212.10011, 2022 - arxiv.org
Privacy policies provide individuals with information about their rights and how their
personal information is handled. Natural language understanding (NLU) technologies can …

Analyzing privacy policies through syntax-driven semantic analysis of information types

MB Hosseini, TD Breaux, R Slavin, J Niu… - Information and Software …, 2021 - Elsevier
Context: Several government laws and app markets, such as Google Play, require the
disclosure of app data practices to users. These data practices constitute critical privacy …