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Differential Privacy (DP) has emerged as a pivotal approach for safeguarding individual privacy in data analysis, yet its practical adoption is often hindered by challenges in the implementation and communication of DP. This paper presents…

Human-Computer Interaction · Computer Science 2025-07-03 Onyinye Dibia , Prianka Bhattacharjee , Brad Stenger , Steven Baldasty , Mako Bates , Ivoline C. Ngong , Yuanyuan Feng , Joseph P. Near

Application markets provide a communication channel between app developers and their end-users in form of app reviews, which allow users to provide feedback about the apps. Although security and privacy in mobile apps are one of the biggest…

Cryptography and Security · Computer Science 2020-10-14 Debjyoti Mukherjee , Alireza Ahmadi , Maryam Vahdat Pour , Joel Reardon

With the rapid development of online technologies and the widespread usage of mobile phones among children, it is crucial to protect their online safety. Some studies reported that online abuse and incidents negatively affect children's…

Computers and Society · Computer Science 2023-05-18 Ricardo Lopes , Vinh Thong Ta , Ioannis Korkontzelos

Android applications collecting data from users must protect it according to the current legal frameworks. Such data protection has become even more important since the European Union rolled out the General Data Protection Regulation…

Software Engineering · Computer Science 2024-02-13 Mugdha Khedkar , Eric Bodden

Recent industrial and academic research has focused on data-driven analytics with smartphones by collecting user interaction, context, and device systems data through Application Programming interfaces (APIs) and sensors. The Android OS…

Human-Computer Interaction · Computer Science 2022-06-08 Hansoo Lee , Joonyoung Park , Uichin Lee

With the increase in the number of privacy regulations, small development teams are forced to make privacy decisions on their own. In this paper, we conduct a mixed-method survey study, including statistical and qualitative analysis, to…

Software Engineering · Computer Science 2024-08-13 Maxwell Prybylo , Sara Haghighi , Sai Teja Peddinti , Sepideh Ghanavati

Apple introduced privacy labels in Dec. 2020 as a way for developers to report the privacy behaviors of their apps. While Apple does not validate labels, they also require developers to provide a privacy policy, which offers an important…

Cryptography and Security · Computer Science 2024-06-18 Mir Masood Ali , David G. Balash , Monica Kodwani , Chris Kanich , Adam J. Aviv

As a key supplement to privacy policies that are known to be lengthy and difficult to read, Apple has launched the app privacy labels, which purportedly help users more easily understand an app's privacy practices. However, false and…

Cryptography and Security · Computer Science 2022-06-22 Yue Xiao , Zhengyi Li , Yue Qin , Xiaolong Bai , Jiale Guan , Xiaojing Liao , Luyi Xing

In the international development community, the term "digital public goods" is used to describe open-source digital products (e.g., software, datasets) that aim to address the United Nations (UN) Sustainable Development Goals. DPGs are…

Human-Computer Interaction · Computer Science 2024-09-17 Geetika Gopi , Aadyaa Maddi , Omkhar Arasaratnam , Giulia Fanti

Computing platforms such as smartphones frequently access Web content using many separate applications rather than a single Web browser application. These applications often deal with sensitive user information such as financial data or…

Cryptography and Security · Computer Science 2014-10-29 Vasant Tendulkar , William Enck

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…

Machine Learning · Computer Science 2024-03-19 Omer Akgul , Sai Teja Peddinti , Nina Taft , Michelle L. Mazurek , Hamza Harkous , Animesh Srivastava , Benoit Seguin

Android allows apps to communicate with its system services via system service helpers so that these apps can use various functions provided by the system services. Meanwhile, the system services rely on their service helpers to enforce…

Cryptography and Security · Computer Science 2022-03-25 Yi He , Yacong Gu , Purui Su , Kun Sun , Yajin Zhou , Zhi Wang , Qi Li

Mobile apps used by children often make use of harmful techniques, such as data tracking and targeted advertising. Previous research has suggested that developers face several systemic challenges in designing apps that prioritise children's…

Human-Computer Interaction · Computer Science 2023-06-05 Anirudh Ekambaranathan , Jun Zhao , Max Van Kleek

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

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

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 latest data protection regulations worldwide, such as the General Data Protection Regulation (GDPR), have established the Right of Access by the Data Subject (RADS), granting users the right to access and obtain a copy of their personal…

Cryptography and Security · Computer Science 2024-12-11 Zhenhua Li , Zhanpeng Liang , Congcong Yao , Jingyu Hua , Sheng Zhong

Context: Post-release user feedback plays an integral role in improving software quality and informing new features. Given its growing importance, feedback concerning security enhancements is particularly noteworthy. In considering the…

Cryptography and Security · Computer Science 2021-02-26 Sherlock A. Licorish , Stephen G. MacDonell , Tony Clear

The increasing adoption of differential privacy (DP) leads to public-facing DP deployments by both government agencies and companies. However, real-world DP deployments often do not fully disclose their privacy guarantees, which vary…

Cryptography and Security · Computer Science 2025-07-23 Onyinye Dibia , Mengyi Lu , Prianka Bhattacharjee , Joseph P. Near , Yuanyuan Feng

Mobile applications (apps) have become an essential part of everyday life, offering convenient access to services such as banking, healthcare, and shopping. With these apps handling sensitive personal and financial data, ensuring their…

Cryptography and Security · Computer Science 2024-08-20 Anthony Peruma , Timothy Huo , Ana Catarina Araújo , Jake Imanaka , Rick Kazman