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Add CITATION.cff file with metadata for software citation
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cff-version: 1.2.0 | ||
title: Website Data Transparency in the Browser | ||
message: >- | ||
If you use this software, please cite it using the | ||
metadata from this file. | ||
type: software | ||
authors: | ||
- given-names: Sebastian | ||
family-names: Zimmeck | ||
affiliation: Wesleyan University | ||
- given-names: Daniel | ||
family-names: Goldelman | ||
affiliation: Wesleyan University | ||
- given-names: Owen | ||
family-names: Kaplan | ||
affiliation: Wesleyan University | ||
- given-names: Logan | ||
family-names: Brown | ||
affiliation: Wesleyan University | ||
- given-names: Justin | ||
family-names: Casler | ||
affiliation: Wesleyan University | ||
- given-names: Judely | ||
family-names: Jean-Charles | ||
affiliation: Wesleyan University | ||
- given-names: Joe | ||
family-names: Champeau | ||
affiliation: Wesleyan University | ||
- given-names: Hamza | ||
family-names: Harkous | ||
affiliation: Google | ||
identifiers: | ||
- type: url | ||
value: >- | ||
https://petsymposium.org/popets/2024/popets-2024-0048.php | ||
description: 24th Privacy Enhancing Technologies Symposium (PETS) | ||
repository-code: 'https://github.com/privacy-tech-lab/privacy-pioneer' | ||
abstract: >- | ||
Data collection by websites and their integrated third | ||
parties is often not transparent. We design privacy | ||
interfaces for the browser to help people understand who | ||
is collecting which data from them. In a proof of concept | ||
browser extension, Privacy Pioneer , we implement a | ||
privacy popup, a privacy history interface, and a | ||
watchlist to notify people when their data is collected. | ||
For detecting location data collection, we develop a | ||
machine learning model based on TinyBERT, which reaches an | ||
average F1 score of 0.94. We supplement our model with | ||
deterministic methods to detect trackers, collection of | ||
personal data, and other monetization techniques. In a | ||
usability study with 100 participants 82% found Privacy | ||
Pioneer easy to understand and 90% found it useful | ||
indicating the value of privacy interfaces directly | ||
integrated in the browser. | ||
keywords: | ||
- Web Privacy | ||
- Data Transparency | ||
- Privacy Dashboards | ||
- Notice and Choice | ||
- Consent | ||
- Privacy Labels | ||
- Usability | ||
- Privacy Enhancing Technologies | ||
- Web Traffic Analysis | ||
- BERT | ||
- Machine Learning | ||
license: CC-BY-4.0-Deed | ||
commit: 7c1ab1c | ||
version: v1.2.1 | ||
date-released: '2023-07-11' | ||
booktitle: 24th Privacy Enhancing Technologies Symposium (PETS 2024) | ||
issue: '2' | ||
start: '211' | ||
end: '234' | ||
year: '2024' | ||
month: July | ||
address: Bristol, UK | ||
publisher: PETS |