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Current legal frameworks enforce that Android developers accurately report the data their apps collect. However, large codebases can make this reporting challenging. This paper employs an empirical approach to understand developers'…

Software Engineering · Computer Science 2026-04-27 Mugdha Khedkar , Michael Schlichtig , Mohamed Soliman , Eric Bodden

The fast-paced evolution of Android APIs has posed a challenging task for Android app developers. To leverage Android's frequently released APIs, developers must often spend considerable effort on API migrations. Prior research and Android…

Software Engineering · Computer Science 2021-03-29 Maxime Lamothe , Weiyi Shang , Tse-Hsun Chen

The age of technology has created a huge market for smartphones and Apps usage and a new generation has been created based on knowledge sharing. Now knowledge has been made easily accessible by Apps but; are users even aware of the…

Computers and Society · Computer Science 2018-04-19 Akosua Boakyewaa Teye , Ezer Osei Yeboah-Boateng

Smartphones hold important private information, yet users routinely expose this information to questionable applications written by developers they know nothing about. Users may be tempted to think of smartphones as old-style dumb phones,…

Cryptography and Security · Computer Science 2019-06-28 Amer Chamseddine , George Candea

Current smartphone operating systems regulate application permissions by prompting users on an ask-on-first-use basis. Prior research has shown that this method is ineffective because it fails to account for context: the circumstances under…

Cryptography and Security · Computer Science 2017-03-08 Primal Wijesekera , Arjun Baokar , Lynn Tsai , Joel Reardon , Serge Egelman , David Wagner , Konstantin Beznosov

Since Google unveiled Android OS for smartphones, malware are thriving with 3Vs, i.e. volume, velocity, and variety. A recent report indicates that one out of every five business/industry mobile application leaks sensitive personal data.…

Cryptography and Security · Computer Science 2021-03-02 Hemant Rathore , Sanjay K. Sahay , Ritvik Rajvanshi , Mohit Sewak

Android is a platform for mobile devices that captures more than 85% of the total market-share. Currently, mobile devices allow people to develop multiple tasks in different areas. Regrettably, the benefits of using mobile devices are…

Cryptography and Security · Computer Science 2020-11-03 Guido De Luca , Carlos Luna

While the literature on permissions from the end-user perspective is rich, there is a lack of empirical research on why developers request permissions, their conceptualization of permissions, and how their perspectives compare with…

Human-Computer Interaction · Computer Science 2023-02-01 Mohammad Tahaei , Ruba Abu-Salma , Awais Rashid

Many Android applications collect data from users. The European Union's General Data Protection Regulation (GDPR) requires vendors to faithfully disclose which data their apps collect. This task is complicated because many apps use…

Cryptography and Security · Computer Science 2024-09-09 Mugdha Khedkar , Ambuj Kumar Mondal , Eric Bodden

This paper investigates changes over time in the behavior of Android ad libraries. Taking a sample of 100,000 apps, we extract and classify the ad libraries. By considering the release dates of the applications that use a specific ad…

Cryptography and Security · Computer Science 2013-07-24 Theodore Book , Adam Pridgen , Dan S. Wallach

The Android system manages access to sensitive APIs by permission enforcement. An application (app) must declare proper permissions before invoking specific Android APIs. However, there is no official documentation providing the complete…

Cryptography and Security · Computer Science 2021-11-17 Chaoran Li , Xiao Chen , Ruoxi Sun , Jason Xue , Sheng Wen , Muhammad Ejaz Ahmed , Seyit Camtepe , Yang Xiang

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

Mobile messaging apps are a fundamental communication infrastructure, used by billions of people every day to share information, including sensitive data. Security and Privacy are thus critical concerns for such applications. Although the…

Cryptography and Security · Computer Science 2026-04-01 Ioannis Karyotakis , Foivos Timotheos Proestakis , Evangelos Talos , Diomidis Spinellis , Nikolaos Alexopoulos

End-users seldom read verbose privacy policies, leading app stores like Google Play to mandate simplified data safety declarations as a user-friendly alternative. However, these self-declared disclosures often contradict the full privacy…

Artificial Intelligence · Computer Science 2026-03-11 Bhanuka Silva , Dishanika Denipitiyage , Anirban Mahanti , Aruna Seneviratne , Suranga Seneviratne

With over 500,000 commits and more than 700 contributors, the Android platform is undoubtedly one of the largest industrial-scale software projects. This project provides the Android API, and developers heavily rely on this API to develop…

Software Engineering · Computer Science 2022-06-01 Pei Liu , Li Li , Yichun Yan , Mattia Fazzini , John Grundy

Android embodies security mechanisms at both OS and application level. In this platform application security is built primarily upon a system of permissions which specify restrictions on the operations a particular process can perform. The…

Programming Languages · Computer Science 2017-09-13 Gustavo Betarte , Juan Campo , Felipe Gorostiaga , Carlos Luna

A common security architecture is based on the protection of certain resources by permission checks (used e.g., in Android and Blackberry). It has some limitations, for instance, when applications are granted more permissions than they…

Software Engineering · Computer Science 2023-05-05 Alexandre Bartel , Jacques Klein , Martin Monperrus , Yves Le Traon

Permission analysis is a widely used method for Android malware detection. It involves examining the permissions requested by an application to access sensitive data or perform potentially malicious actions. In recent years, various machine…

Cryptography and Security · Computer Science 2025-07-31 Ahmed Sabbah , Radi Jarrar , Samer Zein , David Mohaisen

Mobile applications are required to give privacy notices to users when they collect or share personal information. Creating consistent and concise privacy notices can be a challenging task for developers. Previous work has attempted to help…

Software Engineering · Computer Science 2023-05-25 Vijayanta Jain , Sepideh Ghanavati , Sai Teja Peddinti , Collin McMillan

Third-party security apps are an integral part of the Android app ecosystem. Many users install them as an extra layer of protection for their devices. There are hundreds of such security apps, both free and paid in Google Play Store and…

Cryptography and Security · Computer Science 2020-07-09 Weixian Yao , Yexuan Li , Weiye Lin , Tianhui Hu , Imran Chowdhury , Rahat Masood , Suranga Seneviratne