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Mobile applications (hereafter, apps) collect a plethora of information regarding the user behavior and his device through third-party analytics libraries. However, the collection and usage of such data raised several privacy concerns,…

Cryptography and Security · Computer Science 2022-02-01 Davide Caputo , Francesco Pagano , Giovanni Bottino , Luca Verderame , Alessio Merlo

Data driven research on Android has gained a great momentum these years. The abundance of data facilitates knowledge learning, however, also increases the difficulty of data preprocessing. Therefore, it is non-trivial to prepare a demanding…

Software Engineering · Computer Science 2017-11-22 Guozhu Meng , Yinxing Xue , Jing Kai Siow , Ting Su , Annamalai Narayanan , Yang Liu

Performance issues in Android applications significantly undermine users' experience, engagement, and retention, which is a long-lasting research topic in academia. Unlike functionality issues, performance issues are more difficult to…

Software Engineering · Computer Science 2025-10-14 Dianshu Liao , Shidong Pan , Siyuan Yang , Yanjie Zhao , Zhenchang Xing , Xiaoyu Sun

This work investigates how to monitor access to Android zero-permission sensors which could cause privacy leakage to users. Moreover, monitoring such sensitive access allows security researchers to characterize potential sensor abuse…

Cryptography and Security · Computer Science 2025-07-04 Yan Long , Jiancong Cui , Yuqing Yang , Tobias Alam , Zhiqiang Lin , Kevin Fu

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

Mobile phones and smartphones have evolved to be very powerful devices that have the potential to be utilized in many application areas apart from generic communication. With each passing year, we see increasingly powerful smartphones being…

Networking and Internet Architecture · Computer Science 2015-07-14 S. Sarma

Artificial Intelligence (AI)-powered features have rapidly proliferated across mobile apps in various domains, including productivity, education, entertainment, and creativity. However, how users perceive, evaluate, and critique these AI…

Software Engineering · Computer Science 2025-06-13 Vinaik Chhetri , Krishna Upadhyay , A. B. Siddique , Umar Farooq

Android is among the most targeted platform by attackers. While attackers are improving their techniques, traditional solutions based on static and dynamic analysis have been also evolving. In addition to the application code, Android…

Cryptography and Security · Computer Science 2021-07-08 Sevil Sen , Burcu Can

Web communication has become an indispensable characteristic of mobile apps. However, it is not clear what data the apps transmit, to whom, and what consequences such transmissions have. We analyzed the web communications found in mobile…

Cryptography and Security · Computer Science 2020-06-03 Pascal Gadient , Mohammad Ghafari , Marc-Andrea Tarnutzer , Oscar Nierstrasz

Android's graphical password unlock remains one of the most widely used schemes for phone unlock authentication, and it is has been studied extensively in the last decade since its launch. We have learned that users' choice of patterns…

Cryptography and Security · Computer Science 2018-11-27 Adam J. Aviv , Markus Duermuth

While many studies have looked at privacy properties of the Android and Google Play app ecosystem, comparatively much less is known about iOS and the Apple App Store, the most widely used ecosystem in the US. At the same time, there is…

Cryptography and Security · Computer Science 2022-12-20 Konrad Kollnig , Anastasia Shuba , Reuben Binns , Max Van Kleek , Nigel Shadbolt

With the ever-growing interest in the area of mobile information retrieval and the ongoing fast development of mobile devices and, as a consequence, mobile apps, an active research area lies in studying users' behavior and search queries…

Information Retrieval · Computer Science 2020-02-03 Luca Costa , Mohammad Aliannejadi , Fabio Crestani

Application Programming Interfaces (APIs) are designed to help developers build software more effectively. Recommending the right APIs for specific tasks has gained increasing attention among researchers and developers in recent years. To…

Information Retrieval · Computer Science 2024-01-30 Moshi Wei , Nima Shiri Harzevili , Alvine Boaye Belle , Junjie Wang , Lin Shi , Jinqiu Yang , Song Wang , Ming Zhen , Jiang

Mobile apps provide new opportunities to people with disabilities to act independently in the world. Motivated by this trend, researchers have conducted empirical studies by using the inaccessibility issue rate of each page (i.e., screen…

Software Engineering · Computer Science 2022-03-15 Sen Chen , Chunyang Chen , Lingling Fan , Mingming Fan , Xian Zhan , Yang Liu

Due to the amount of data that smartphone applications can potentially access, platforms enforce permission systems that allow users to regulate how applications access protected resources. If users are asked to make security decisions too…

Cryptography and Security · Computer Science 2015-04-16 Primal Wijesekera , Arjun Baokar , Ashkan Hosseini , Serge Egelman , David Wagner , Konstantin Beznosov

Android applications (apps) grow dramatically in recent years. Apps are user interface (UI) centric typically. Rapid UI responsiveness is key consideration to app developers. However, we still lack a handy tool for profiling app performance…

Software Engineering · Computer Science 2015-12-29 Yu Kang , Yangfan Zhou , Hui Xu , Michael R. Lyu

[Background] Research on requirements engineering (RE) for mobile apps employs datasets formed by app users, developers or vendors. However, little is known about the sources of these datasets in terms of platforms and the RE activities…

Software Engineering · Computer Science 2025-09-05 Chong Wang , Haoning Wu , Peng Liang , Maya Daneva , Marten van Sinderen

Context-awareness in smart mobile applications is a growing area of study, because of it's intelligence in the applications. In order to build context-aware intelligent applications, mining contextual behavioral rules of individual…

Machine Learning · Computer Science 2018-10-31 Iqbal H. Sarker

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…

Cryptography and Security · Computer Science 2021-12-13 Luca Verderame , Davide Caputo , Andrea Romdhana , Alessio Merlo

Application Programming Interface (API) incompatibility is a long-standing issue in Android application development. The rapid evolution of Android APIs results in a significant number of API additions, removals, and changes between…

Software Engineering · Computer Science 2024-06-27 Shidong Pan , Tianchen Guo , Lihong Zhang , Pei Liu , Zhenchang Xing , Xiaoyu Sun