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While many studies have looked at privacy properties of the Android and Google Play app ecosystem, comparatively much less is known about iOS and the Apple App Store, the most widely used ecosystem in the US. At the same time, there is…

Cryptography and Security · Computer Science 2022-12-20 Konrad Kollnig , Anastasia Shuba , Reuben Binns , Max Van Kleek , Nigel Shadbolt

In recent years, there has been rapid growth in mobile devices such as smartphones, and a number of applications are developed specifically for the smartphone market. In particular, there are many applications that are ``free'' to the user,…

Cryptography and Security · Computer Science 2013-05-20 Hiroki Kuzuno , Satoshi Tonami

Privacy in apps is a topic of widespread interest because many apps collect and share large amounts of highly sensitive information. In response, China introduced a range of new data protection laws over recent years, notably the Personal…

Computers and Society · Computer Science 2023-03-03 Konrad Kollnig , Lu Zhang , Jun Zhao , Nigel Shadbolt

The digital age has brought a world of opportunity to children. Connectivity can be a game-changer for some of the world's most marginalized children. However, while legislatures around the world have enacted regulations to protect…

Cryptography and Security · Computer Science 2023-03-17 Ruoxi Sun , Minhui Xue , Gareth Tyson , Shuo Wang , Seyit Camtepe , Surya Nepal

Android and Facebook provide third-party applications with access to users' private data and the ability to perform potentially sensitive operations (e.g., post to a user's wall or place phone calls). As a security measure, these platforms…

Cryptography and Security · Computer Science 2012-10-10 Mario Frank , Ben Dong , Adrienne Porter Felt , Dawn Song

Although there are over 1,600,000 third-party Android apps in the Google Play Store, little has been conclusively shown about how their individual (and collective) permission usage has evolved over time. Recently, Android 6 overhauled the…

Cryptography and Security · Computer Science 2016-08-11 Vincent F. Taylor , Ivan Martinovic

Mobile phones enable the collection of a wealth of private information, from unique identifiers (e.g., email addresses), to a user's location, to their text messages. This information can be harvested by apps and sent to third parties,…

Cryptography and Security · Computer Science 2021-02-26 Yun Shen , Pierre-Antoine Vervier , Gianluca Stringhini

The transparency and privacy behavior of mobile browsers has remained widely unexplored by the research community. In fact, as opposed to regular Android apps, mobile browsers may present contradicting privacy behaviors. On the one end,…

Cryptography and Security · Computer Science 2022-12-08 Amogh Pradeep , Álvaro Feal , Julien Gamba , Ashwin Rao , Martina Lindorfer , Narseo Vallina-Rodriguez , David Choffnes

The rise of mobile apps has brought greater convenience and customization for users. However, many apps use analytics services to collect a wide range of user interaction data purportedly to improve their service, while presenting app users…

Software Engineering · Computer Science 2023-03-14 Feiyang Tang , Bjarte M. Østvold

The GDPR requires websites to facilitate the right to revoke consent from Web users. While numerous studies measured compliance of consent with the various consent requirements, no prior work has studied consent revocation on the Web.…

Cryptography and Security · Computer Science 2025-05-26 Gayatri Priyadarsini Kancherla , Nataliia Bielova , Cristiana Santos , Abhishek Bichhawat

The privacy of personal information has received significant attention in mobile software. Although previous researchers have designed some methods to identify the conflict between app behavior and privacy policies, little is known about…

Software Engineering · Computer Science 2023-09-12 Kaifa Zhao , Xian Zhan , Le Yu , Shiyao Zhou , Hao Zhou , Xiapu Luo , Haoyu Wang , Yepang Liu

Despite stringent data protection regulations such as the General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), and other country-specific regulations, many websites continue to use cookies to track user…

Computers and Society · Computer Science 2024-01-12 Nivedita Singh , Yejin Do , Yongsang Yu. Imane Fouad , Jungrae Kim , Hyoungshick Kim

Due to Android's open source feature and low barriers to entry for developers, millions of developers and third-party organizations have been attracted into the Android ecosystem. However, over 90 percent of mobile malware are found…

Cryptography and Security · Computer Science 2019-06-26 Bin Zhao

The Google Play marketplace has introduced the Data Safety section to improve transparency regarding how mobile applications (apps) collect, share, and protect user data. This mechanism requires developers to disclose privacy and…

Cryptography and Security · Computer Science 2026-03-26 Bakheet Aljedaani

Data privacy legislation, such as GDPR and CCPA/CPRA, has rendered data privacy law compliance a requirement of all software systems. Developers need to implement various kinds of functionalities to cover law needs, including user rights…

Software Engineering · Computer Science 2025-12-18 Ioanna Theophilou , Georgia M. Kapitsaki

Privacy policies are intended to inform users about how software systems collect and handle data, yet they often remain vague or incomplete. This paper presents an empirical study of patterns in log-related statements within privacy…

Cryptography and Security · Computer Science 2026-05-04 Zhiyuan Chen , Love Jayesh Ahir , Ahmad Suleiman , Kundi Yao , Yiming Tang , Weiyi Shang , Daqing Hou

Continuous Integration (CI) and Continuous Delivery (CD) have been demonstrated to be effective in facilitating software building, testing, and deployment. Many research studies have investigated and subsequently improved their working…

Software Engineering · Computer Science 2022-10-25 Pei Liu , Xiaoyu Sun , Yanjie Zhao , Yonghui Liu , John Grundy , Li Li

Android introduces a new permission model that allows apps to request permissions at runtime rather than at the installation time since 6.0 (Marshmallow, API level 23). While this runtime permission model provides users with greater…

Software Engineering · Computer Science 2021-06-25 Ying Wang , Yibo Wang , Sinan Wang , Yepang Liu , Chang Xu , Shing-Chi Cheung , Hai Yu , Zhiliang Zhu

Governments, Healthcare, and Private Organizations in the global scale have been using digital tracking to keep COVID-19 outbreaks under control. Although this method could limit pandemic contagion, it raises significant concerns about user…

Cryptography and Security · Computer Science 2021-04-08 Callie Monroe , Faiza Tazi , Sanchari Das

Since the introduction of the European General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), software developers increasingly have to make privacy-related decisions during system design and…

Software Engineering · Computer Science 2025-12-09 Stefan Albert Horstmann , Sandy Hong , Maziar Niazian , Cristiana Santos , Alena Naiakshina