Detail publikačního výsledku

Synthetic Browsing Histories for 50 Countries Worldwide: Datasets for Research, Development, and Education

KOMOSNÝ, D.; REHMAN, S.; AYUB, M.

Originální název

Synthetic Browsing Histories for 50 Countries Worldwide: Datasets for Research, Development, and Education

Anglický název

Synthetic Browsing Histories for 50 Countries Worldwide: Datasets for Research, Development, and Education

Druh

Článek WoS

Originální abstrakt

Browsing histories can be a valuable resource for cybersecurity, research, and testing. Individuals are often reluctant to share their browsing histories online, and the use of personal data requires obtaining signed informed consent. Research shows that anonymized histories can lead to re-identification, nullifying the anonymity promised by informed consent. In this work, we present 500 synthetic browsing histories valid for 50 countries worldwide. The synthetic histories are compiled based on real browsing data using a series of transformation criteria, including website content, popularity, locality, and language, ensuring their validity for the respective countries. Each history maintains the order of webpage accesses and covers a one-month period. The motivation for publishing this dataset arises from the community's call for browsing histories from different countries for research, development, and education. The published synthetic browsing histories can be used for any purpose without legal restrictions.

Anglický abstrakt

Browsing histories can be a valuable resource for cybersecurity, research, and testing. Individuals are often reluctant to share their browsing histories online, and the use of personal data requires obtaining signed informed consent. Research shows that anonymized histories can lead to re-identification, nullifying the anonymity promised by informed consent. In this work, we present 500 synthetic browsing histories valid for 50 countries worldwide. The synthetic histories are compiled based on real browsing data using a series of transformation criteria, including website content, popularity, locality, and language, ensuring their validity for the respective countries. Each history maintains the order of webpage accesses and covers a one-month period. The motivation for publishing this dataset arises from the community's call for browsing histories from different countries for research, development, and education. The published synthetic browsing histories can be used for any purpose without legal restrictions.

Klíčová slova

web browser; browsing history; anonymity; synthetic data

Klíčová slova v angličtině

web browser; browsing history; anonymity; synthetic data

Autoři

KOMOSNÝ, D.; REHMAN, S.; AYUB, M.

Vydáno

22.01.2025

Nakladatel

Springer Nature

ISSN

2052-4463

Periodikum

Scientific Data

Svazek

12

Číslo

1

Stát

Spojené království Velké Británie a Severního Irska

Strany od

1

Strany do

11

Strany počet

11

URL

https://www.nature.com/articles/s41597-025-04407-z

Plný text v Digitální knihovně

http://hdl.handle.net/11012/249922

BibTex

@article{BUT194009,
  author="Dan {Komosný} and Saeed {Rehman} and Muhammad Sohaib {Ayub}",
  title="Synthetic Browsing Histories for 50 Countries Worldwide: Datasets for Research, Development, and Education",
  journal="Scientific Data",
  year="2025",
  volume="12",
  number="1",
  pages="1--11",
  doi="10.1038/s41597-025-04407-z

",
  url="https://www.nature.com/articles/s41597-025-04407-z"
}

Dokumenty

s41597-025-04407-z