Privacy-preservation in the context of natural language processing

D Mahendran, C Luo, BT Mcinnes - IEEE Access, 2021 - ieeexplore.ieee.org
Data privacy is one of the highly discussed issues in recent years as we encounter data
breaches and privacy scandals often. This raises a lot of concerns about the ways the data is …

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 …

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 …

Unifying privacy policy detection

H Hosseini, M Degeling, C Utz… - Proceedings on Privacy …, 2021 - petsymposium.org
Privacy policies have become a focal point of privacy research. With their goal to reflect the
privacy practices of a website, service, or app, they are often the starting point for …

[PDF][PDF] NLP-based automated compliance checking of data processing agreements against General Data Protection Regulation

ON Okonichaa, A Sadovykhb - Computer research and modeling, 2024 - crm-en.ics.org.ru
As it stands in the contemporary world, compliance with regulations concerning data
protection such as GDPR is central to organizations. Another important issue analysis …

ROI: a method for identifying organizations receiving personal data

D Rodriguez, JM Del Alamo, M Cozar, B García - Computing, 2024 - Springer
Many studies have exposed the massive collection of personal data in the digital ecosystem
through, for instance, websites, mobile apps, or smart devices. This fact goes unnoticed by …

Self-learning for Annotating Website Privacy Policies at Scale

S Ming, H Wang - 2023 IEEE 47th Annual Computers, Software …, 2023 - ieeexplore.ieee.org
With the increasing importance of user data privacy, it is crucial for individuals to understand
how companies handle their information. While considerable research has been conducted …

[PDF][PDF] Privacy-preserving natural language processing: A systematic mapping study

FV Jedrzejewski - IEEE Access, 2021 - wwwmatthes.in.tum.de
The introduction of the General Data Protection Regulation (GDPR) shifted the focus of
interest towards the research field of privacy preservation techniques. This paper …

Towards Understanding and Practices of Ethical Artificial Intelligence

J Chi - 2022 - search.proquest.com
The successes of machine learning (ML) and artificial intelligence (AI) models encourage
their widespread deployments in high-stakes domains--from public transportation to social …

Identifying organizations receiving personal data in Android Apps

D Rodriguez, M Cozar, JM Del Alamo - arXiv preprint arXiv:2204.09495, 2022 - arxiv.org
Many studies have demonstrated that mobile applications are common means to collect
massive amounts of personal data. This goes unnoticed by most users, who are also …