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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

Mobile devices have access to personal, potentially sensitive data, and there is a large number of mobile applications and third-party libraries that transmit this information over the network to remote servers (including app developer…

密码学与安全 · 计算机科学 2022-06-07 Evita Bakopoulou , Anastasia Shuba , Athina Markopoulou

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…

We present an analysis of 12 million instances of privacy-relevant reviews publicly visible on the Google Play Store that span a 10 year period. By leveraging state of the art NLP techniques, we examine what users have been writing about…

We present a growing collection of Android apps collected from several sources, including the official Google Play app market and a growing collection of various metadata of those collected apps aiming at facilitating the Android-relevant…

The packaging model of Android apps requires the entire code necessary for the execution of an app to be shipped into one single apk file. Thus, an analysis of Android apps often visits code which is not part of the functionality delivered…

软件工程 · 计算机科学 2015-11-23 Li Li , Tegawendé F. Bissyandé , Jacques Klein , Yves Le Traon

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…

软件工程 · 计算机科学 2023-09-12 Kaifa Zhao , Xian Zhan , Le Yu , Shiyao Zhou , Hao Zhou , Xiapu Luo , Haoyu Wang , Yepang Liu

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…

软件工程 · 计算机科学 2025-12-09 Stefan Albert Horstmann , Sandy Hong , Maziar Niazian , Cristiana Santos , Alena Naiakshina

The use of software applications is inevitable as they provide different services to users. The software applications collect, store users' data, and sometimes share with the third party, even without the user consent. One can argue that…

密码学与安全 · 计算机科学 2020-08-10 Abdulrahman Alhazmi , Nalin Asanka Gamagedara Arachchilage

Android apps are built on APIs that abstract core Android system functionalities. These APIs are officially documented in multiple files distributed with the Android source code or SDK, which we collectively refer to as Android API Lists…

软件工程 · 计算机科学 2026-04-17 Sinan Wang , Qi Zhang , Jiacheng Li , Lili Wei , Yida Tao , Yepang Liu

Everyday services of society increasingly rely on mobile applications, resulting in a conflicting situation between the possibility of participation on the one side and user privacy and digital freedom on the other. In order to protect…

密码学与安全 · 计算机科学 2026-02-04 Cornell Ziepel , Stephan Escher , Sebastian Rehms , Stefan Köpsell

Privacy, security, and accessibility, like ethical concerns in mobile applications (a.k.a. apps), commonly subsumed under non-functional requirements, are generally reported by users through app reviews available in app stores. However,…

软件工程 · 计算机科学 2026-04-21 Aakash Sorathiya , Gouri Ginde

Human values are an important aspect of life and should be supported in ubiquitous technologies such as mobile applications (apps). There has been a lot of focus on fixing certain kinds of violation of human values, especially privacy,…

软件工程 · 计算机科学 2021-09-30 Conghui Li , Humphrey O. Obie , Hourieh Khalajzadeh

Mobile applications, often simply called "apps", are increasingly widespread, and we use them daily to perform a number of activities. Like all software, apps must be adequately tested to gain confidence that they behave correctly.…

软件工程 · 计算机科学 2015-04-01 Shauvik Roy Choudhary , Alessandra Gorla , Alessandro Orso

In today's mobile application marketplace, the ability of consumers to make informed choices regarding their privacy is extremely limited. Consumers largely rely on privacy policies and app permission mechanisms, but these do an inadequate…

计算机与社会 · 计算机科学 2015-01-05 Steven C. Isley

With the increasing popularity of mobile devices and the wide adoption of mobile Apps, an increasing concern of privacy issues is raised. Privacy policy is identified as a proper medium to indicate the legal terms, such as GDPR, and to bind…

计算机与社会 · 计算机科学 2020-05-15 Shuang Liu , Renjie Guo , Baiyang Zhao , Tao Chen , Meishan Zhang

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…

软件工程 · 计算机科学 2025-12-18 Ioanna Theophilou , Georgia M. Kapitsaki

Online Automated Privacy Policy Generators (APPGs) are tools used by app developers to quickly create app privacy policies which are required by privacy regulations to be incorporated to each mobile app. The creation of these tools brings…

密码学与安全 · 计算机科学 2020-02-14 Ruoxi Sun , Minhui Xue

Mobile applications are required to give privacy notices to the 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…

软件工程 · 计算机科学 2023-05-12 Vijayanta Jain , Sanonda Datta Gupta , Sepideh Ghanavati , Sai Teja Peddinti

Mobile applications (apps) have become deeply personal, constantly demanding access to privacy-sensitive information in exchange for more personalized user experiences. Such privacy-invading practices have generated major multidimensional…

软件工程 · 计算机科学 2019-10-10 Fahimeh Ebrahimi , Miroslav Tushev , Anas Mahmoud