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The rise of mobile apps has brought greater convenience and many options for users. However, many apps use analytics services to collect a wide range of user interaction data, with privacy policies often failing to reveal the types of…

Software Engineering · Computer Science 2024-01-17 Feiyang Tang , Bjarte M. Østvold

Google has mandated developers to use Data Safety Sections (DSS) to increase transparency in data collection and sharing practices. In this paper, we present a comprehensive analysis of Google's Data Safety Section (DSS) using both…

Computers and Society · Computer Science 2023-06-16 Rishabh Khandelwal , Asmit Nayak , Paul Chung , Kassem Fawaz

With the requirements and emphases on privacy transparency placed by regulations such as GDPR and CCPA, the Google Play Store requires Android developers to more responsibly communicate their apps' privacy practices to potential users by…

Cryptography and Security · Computer Science 2025-11-18 Anhao Xiang , Weiping Pei , Chuan Yue

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

The Android ecosystem is vulnerable to issues such as app repackaging, counterfeiting, and piracy, threatening both developers and users. To mitigate these risks, developers often employ code obfuscation techniques. However, while effective…

Cryptography and Security · Computer Science 2025-02-10 Akila Niroshan , Suranga Seneviratne , Aruna Seneviratne

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

The major mobile platforms, Android and iOS, have introduced changes that restrict user tracking to improve user privacy, yet apps continue to covertly track users via device fingerprinting. We study the opportunity to improve this dynamic…

Cryptography and Security · Computer Science 2026-04-01 Alex Berke , Güliz Seray Tuncay , Michael Specter , Mihai Christodorescu

Third-party libraries (TPLs) have become a significant part of the Android ecosystem. Developers can employ various TPLs to facilitate their app development. Unfortunately, the popularity of TPLs also brings new security issues. For…

Software Engineering · Computer Science 2021-08-05 Xian Zhan , Tianming Liu , Yepang Liu , Yang Liu , Li Li , Haoyu Wang , Xiapu Luo

While protecting user data is essential, software developers often fail to fulfill privacy requirements. However, the reasons why they struggle with privacy-compliant implementation remain unclear. Is it due to a lack of knowledge, or is it…

While extremely valuable to achieve advanced functions, mobile phone sensors can be abused by attackers to implement malicious activities in Android apps, as experimentally demonstrated by many state-of-the-art studies. There is hence a…

Cryptography and Security · Computer Science 2022-01-19 Xiaoyu Sun , Xiao Chen , Kui Liu , Sheng Wen , Li Li , John Grundy

With smartphone technologies enhanced way of interacting with the world around us, it has also been paving the way for easier access to our private and personal information. This has been amplified by the existence of numerous embedded…

Cryptography and Security · Computer Science 2020-07-10 Tanusree Sharma , Masooda Bashir

A single authentication bypass in a partner SDK grants attackers the identity of every partner in the ecosystem -- and millions of apps use SDKs with exactly this vulnerability. OWASP's 2024 Mobile Top 10 ranks Inadequate Supply Chain…

Cryptography and Security · Computer Science 2026-03-04 Ramanpreet Singh Khinda

Mobile Health (mHealth) applications have become a crucial part of health monitoring and management. However, the proliferation of these applications has also raised concerns over the privacy and security of Personally Identifiable…

Computers and Society · Computer Science 2024-05-29 Thomas Cory , Wolf Rieder , Thu-My Huynh

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

Android applications may leak privacy data carelessly or maliciously. In this work we perform inter-component data-flow analysis to detect privacy leaks between components of Android applications. Unlike all current approaches, our tool,…

Software Engineering · Computer Science 2014-04-30 Li Li , Alexandre Bartel , Jacques Klein , Yves Le Traon , Steven Arzt , Siegfried Rasthofer , Eric Bodden , Damien Octeau , Patrick McDaniel

An increasing number of mental health services are offered through mobile systems, a paradigm called mHealth. Although there is an unprecedented growth in the adoption of mHealth systems, partly due to the COVID-19 pandemic, concerns about…

Cryptography and Security · Computer Science 2022-11-09 Leonardo Horn Iwaya , M. Ali Babar , Awais Rashid , Chamila Wijayarathna

The industry for children's apps is thriving at the cost of children's privacy: these apps routinely disclose children's data to multiple data trackers and ad networks. As children spend increasing time online, such exposure accumulates to…

Human-Computer Interaction · Computer Science 2021-11-30 Anirudh Ekambaranathan , Jun Zhao , Max Van Kleek

The purpose of the General Data Protection Regulation (GDPR) is to provide improved privacy protection. If an app controls personal data from users, it needs to be compliant with GDPR. However, GDPR lists general rules rather than exact…

Software Engineering · Computer Science 2020-08-17 Ming Fan , Le Yu , Sen Chen , Hao Zhou , Xiapu Luo , Shuyue Li , Yang Liu , Jun Liu , Ting Liu

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

In the absence of data protection measures, software applications lead to privacy breaches, posing threats to end-users and software organisations. Privacy Enhancing Technologies (PETs) are technical measures that protect personal data,…

Software Engineering · Computer Science 2024-01-03 Maisha Boteju , Thilina Ranbaduge , Dinusha Vatsalan , Nalin Asanka Gamagedara Arachchilage