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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'…

软件工程 · 计算机科学 2026-04-27 Mugdha Khedkar , Michael Schlichtig , Mohamed Soliman , Eric Bodden

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…

密码学与安全 · 计算机科学 2026-03-26 Bakheet Aljedaani

Mobile application developers are required to disclose how they collect, use, and share user data in compliance with privacy regulations. To support transparency, major app marketplaces have introduced standardized disclosure mechanisms. In…

密码学与安全 · 计算机科学 2026-04-20 Luca Ferrari , Billel Habbati , Meriem Guerar , Mariano Ceccato , Luca Verderame

Privacy labels -- standardized, compact representations of data collection and data use practices -- are often presented as a solution to the shortcomings of privacy policies. Apple introduced mandatory privacy labels for apps in its App…

人机交互 · 计算机科学 2024-01-09 Yanzi Lin , Jaideep Juneja , Eleanor Birrell , Lorrie Faith Cranor

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…

密码学与安全 · 计算机科学 2024-09-09 Mugdha Khedkar , Ambuj Kumar Mondal , Eric Bodden

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…

密码学与安全 · 计算机科学 2025-11-18 Anhao Xiang , Weiping Pei , Chuan Yue

The proliferation of mobile applications and the subsequent sharing of personal data with service and application providers have given rise to substantial privacy concerns. Application marketplaces have introduced mechanisms to conform to…

密码学与安全 · 计算机科学 2023-11-02 Joao Marono , Catarina Silva , Joao P. Barraca , Vitor Cunha , Paulo Salvador

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…

密码学与安全 · 计算机科学 2023-03-17 Ruoxi Sun , Minhui Xue , Gareth Tyson , Shuo Wang , Seyit Camtepe , Surya Nepal

Access to privacy-sensitive information on Android is a growing concern in the mobile community. Albeit Google Play recently introduced some privacy guidelines, it is still an open problem to soundly verify whether apps actually comply with…

密码学与安全 · 计算机科学 2021-12-13 Luca Verderame , Davide Caputo , Andrea Romdhana , Alessio Merlo

Third-party Software Development Kits (SDKs) are widely adopted in Android app development, to effortlessly accelerate development pipelines and enhance app functionality. However, this convenience raises substantial concerns about…

密码学与安全 · 计算机科学 2025-06-19 Mark Huasong Meng , Chuan Yan , Qing Zhang , Zeyu Wang , Kailong Wang , Sin Gee Teo , Guangdong Bai , Jin Song Dong

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…

Privacy policies are long, complex documents that end-users seldom read. Privacy labels aim to ameliorate these issues by providing succinct summaries of salient data practices. In December 2020, Apple began requiring that app developers…

密码学与安全 · 计算机科学 2023-06-16 Akshath Jain , David Rodriguez , Jose M. del Alamo , Norman Sadeh

Privacy concerns have long been expressed around smart devices, and the concerns around Android apps have been studied by many past works. Over the past 10 years, we have crawled and scraped data for almost 1.9 million apps, and also stored…

密码学与安全 · 计算机科学 2021-12-30 Alexander Yu , Yuvraj Agarwal , Jason I. Hong

Contemporary mobile applications (apps) are designed to track, use, and share users' data, often without their consent, which results in potential privacy and transparency issues. To investigate whether mobile apps have always been…

密码学与安全 · 计算机科学 2021-07-29 Saad Sajid Hashmi , Nazar Waheed , Gioacchino Tangari , Muhammad Ikram , Stephen Smith

Privacy nutrition labels provide a way to understand an app's key data practices without reading the long and hard-to-read privacy policies. Recently, the app distribution platforms for iOS(Apple) and Android(Google) have implemented…

计算机与社会 · 计算机科学 2023-04-26 Rishabh Khandelwal , Asmit Nayak , Paul Chung , Kassem Fawaz

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…

密码学与安全 · 计算机科学 2026-04-01 Alex Berke , Güliz Seray Tuncay , Michael Specter , Mihai Christodorescu

With the rapid growth of mobile apps, users' concerns about their privacy have become increasingly prominent. Android app logs serve as crucial computer resources, aiding developers in debugging and monitoring the status of Android apps,…

Many Android applications collect data from users. When they do, they must protect this collected data according to the current legal frameworks. Such data protection has become even more important since the European Union rolled out the…

软件工程 · 计算机科学 2023-03-20 Mugdha Khedkar

In December of 2020, Apple started to require app developers to self-report privacy label annotations on their apps indicating what data is collected and how it is used.To understand the adoption and shifts in privacy labels in the App…

密码学与安全 · 计算机科学 2025-04-16 David G. Balash , Mir Masood Ali , Monica Kodwani , Xiaoyuan Wu , Chris Kanich , Adam J. Aviv

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…

密码学与安全 · 计算机科学 2020-07-10 Tanusree Sharma , Masooda Bashir
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