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Third party tracking allows companies to identify users and track their behaviour across multiple digital services. This paper presents an empirical study of the prevalence of third-party trackers on 959,000 apps from the US and UK Google…

Computers and Society · Computer Science 2018-10-19 Reuben Binns , Ulrik Lyngs , Max Van Kleek , Jun Zhao , Timothy Libert , Nigel Shadbolt

Prestigious news publishers, and more recently, Meta, have begun to request that users pay for privacy. Specifically, users receive a notification banner, referred to as a pay-or-tracking wall, that requires them to (i) pay money to avoid…

General Economics · Economics 2024-03-07 Timo Mueller-Tribbensee , Klaus M. Miller , Bernd Skiera

Third-party networks collect vast amounts of data about users via web sites and mobile applications. Consolidations among tracker companies can significantly increase their individual tracking capabilities, prompting scrutiny by competition…

Computers and Society · Computer Science 2018-02-08 Reuben Binns , Jun Zhao , Max Van Kleek , Nigel Shadbolt

Profiling users for the purpose of targeted advertisements or other kinds of personalization is very popular on the internet. But besides the benefits of individually tailored news feeds and shopping recommendation research has shown that…

Computers and Society · Computer Science 2016-01-26 Martin Degeling , Thomas Herrmann

The steady reports of privacy invasions online paints a picture of the Internet growing into a more dangerous place. This is supported by reports of the potential scale for online harms facilitated by the mass deployment of online…

Computers and Society · Computer Science 2020-09-23 Kovila P. L. Coopamootoo

Third party advertising and tracking (A&T) are pervasive across the web, yet user exposure varies significantly with browser choice, browsing location, and hosting jurisdiction. We systematically study how these three factors shape tracking…

Networking and Internet Architecture · Computer Science 2026-03-04 Tanya Prasad , Rut Vora , Soo Yee Lim , Nguyen Phong Hoang , Thomas Pasquier

In this study, we explore the effectiveness of persuasive messages endorsing the adoption of a privacy protection technology (IoT Inspector) tailored to individuals' regulatory focus (promotion or prevention). We explore if and how…

Human-Computer Interaction · Computer Science 2024-02-29 Reza Ghaiumy Anaraky , Yao Li , Hichang Cho , Danny Yuxing Huang , Kaileigh A. Byrne , Bart Knijnenburg , Oded Nov

Growth in technology has resulted in the large-scale collection and processing of Personally Identifiable Information by organizations that run digital services such as websites, which led to the emergence of new legislation to regulate PII…

Cryptography and Security · Computer Science 2021-10-14 Abdirahman Mohamed , Christopher Dare , Ayobami Esther Olanrewaju , Mercyleen Tanui , Fonyuy Boris Lami

Over the past years, advertisement companies have used various tracking methods to persistently track users across the web. Such tracking methods usually include first and third-party cookies, cookie synchronization, as well as a variety of…

Cryptography and Security · Computer Science 2023-03-29 Paschalis Bekos , Panagiotis Papadopoulos , Evangelos P. Markatos , Nicolas Kourtellis

Modern websites frequently use and embed third-party services to facilitate web development, connect to social media, or for monetization. This often introduces privacy issues as the inclusion of third-party services on a website can allow…

Human-Computer Interaction · Computer Science 2022-10-05 Christine Utz , Sabrina Amft , Martin Degeling , Thorsten Holz , Sascha Fahl , Florian Schaub

Privacy personas capture the differences in user segments with respect to one's knowledge, behavioural patterns, level of self-efficacy, and perception of the importance of privacy protection. Modelling these differences is essential for…

Machine Learning · Computer Science 2025-02-20 Olena Hrynenko , Andrea Cavallaro

Web tracking technologies are pervasive and operated by a few large technology companies. This technology, and the use of the collected data has been implicated in influencing elections, fake news, discrimination, and even health decisions.…

Computers and Society · Computer Science 2018-05-04 Robert Robinson

The study we carried out enabled us to extract some conclusions, which are contrasted with the results obtained. First, in the field of mobile applications, permissions and tracers are almost always present. Android, as far as PlayStore…

Computers and Society · Computer Science 2020-07-07 Hugo Courté , Titouan-Joseph Revol , Clément Lagneau-Donzelle , Albert Nicolás López

This paper presents the first large-scale empirical study of commercial personally identifiable information (PII) removal systems -- commercial services that claim to improve privacy by automating the removal of PII from data broker's…

Cryptography and Security · Computer Science 2025-07-15 Jiahui He , Pete Snyder , Hamed Haddadi , Fabián E. Bustamante , Gareth Tyson

Web tracking by ad networks, social networks, and other third parties is privacy-invasive. To protect users' privacy an increasing number of countries are adopting new privacy laws. However, a major reason why their application on the web…

Cryptography and Security · Computer Science 2026-04-22 Harry Yu , Patton Yin , Sebastian Zimmeck

Collecting personally identifiable information (PII) on data subjects has become big business. Data brokers and data processors are part of a multi-billion-dollar industry that profits from collecting, buying, and selling consumer data. Yet…

Computation and Language · Computer Science 2023-02-20 Juniper Lovato , Philip Mueller , Parisa Suchdev , Peter S. Dodds

Online tracking is a widespread practice on the web with questionable ethics, security, and privacy concerns. While web tracking can offer personalized and curated content to Internet users, it operates as a sophisticated surveillance…

Cryptography and Security · Computer Science 2025-01-07 Seyed Ali Akhavani , Engin Kirda , Amin Kharraz

With the increasing usage of smartphones, there is a corresponding increase in the phone metadata generated by individuals using these devices. Managing the privacy of personal information on these devices can be a complex task. Recent…

Computers and Society · Computer Science 2016-04-15 Isha Ghosh , Vivek K. Singh

Third party tracking is the practice by which third parties recognize users accross different websites as they browse the web. Recent studies show that 90% of websites contain third party content that is tracking its users across the web.…

Cryptography and Security · Computer Science 2017-03-23 Dolière Francis Somé , Nataliia Bielova , Tamara Rezk

Third-party web tracking is a common, and broadly used technique on the Web. Almost every step of users' is tracked, analyzed, and later used in different use cases (e.g., online advertisement). Different defense mechanisms have emerged to…

Cryptography and Security · Computer Science 2022-02-11 Nurullah Demir , Daniel Theis , Tobias Urban , Norbert Pohlmann