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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…

Cryptography and Security · Computer Science 2026-03-26 Bakheet Aljedaani

Android malware is a persistent threat to billions of users around the world. As a countermeasure, Android malware detection systems are occasionally implemented. However, these systems are often vulnerable to \emph{evasion attacks}, in…

Cryptography and Security · Computer Science 2020-04-01 Harel Berger , Chen Hajaj , Amit Dvir

In this position paper we advocate software model checking as a technique suitable for security analysis of mobile apps. Our recommendation is based on promising results that we achieved on analysing app collusion in the context of the…

Software Engineering · Computer Science 2017-06-16 Irina Mariuca Asavoae , Hoang Nga Nguyen , Markus Roggenbach , Siraj Ahmed Shaikh

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

Starting from the 5.0 Lollipop release all Android processes must be run inside confined SEAndroid access control domains. As a result, Android device manufacturers were compelled to develop SEAndroid expertise in order to create policies…

Cryptography and Security · Computer Science 2015-10-29 Elena Reshetova , Filippo Bonazzi , Thomas Nyman , Ravishankar Borgaonkar , N. Asokan

We are in the dawn of deep learning explosion for smartphones. To bridge the gap between research and practice, we present the first empirical study on 16,500 the most popular Android apps, demystifying how smartphone apps exploit deep…

Machine Learning · Computer Science 2021-01-14 Mengwei Xu , Jiawei Liu , Yuanqiang Liu , Felix Xiaozhu Lin , Yunxin Liu , Xuanzhe Liu

Mobile health (mHealth) applications (apps) have gained significant popularity over the last few years due to its tremendous benefits, such as lowering healthcare cost and increasing patient awareness. However, the sensitivity of healthcare…

Software Engineering · Computer Science 2021-01-19 Bakheet Aljedaani , M. Ali Babar

Machine learning-based Android malware detectors often fail in real-world deployment due to domain shift, where models trained on one data source perform poorly on applications from another. This paper presents a comprehensive study on the…

Machine Learning · Computer Science 2026-05-15 Md Rafid Islam

Mobile apps provide various critical services, such as banking, communication, and healthcare. To this end, they have access to our personal information and have the ability to perform actions on our behalf. Hence, securing mobile apps is…

Software Engineering · Computer Science 2024-03-12 Joydeep Mitra , Venkatesh-Prasad Ranganath , Torben Amtoft , Mike Higgins

In this paper, we perform a comprehensive study of 2,470 patched Android vulnerabilities that we collect from different data sources such as Android security bulletins, CVEDetails, Qualcomm Code Aurora, AOSP Git repository, and Linux…

Cryptography and Security · Computer Science 2019-05-24 Sadegh Farhang , Mehmet Bahadir Kirdan , Aron Laszka , Jens Grossklags

Android apps can hold secret strings of themselves such as cloud service credentials or encryption keys. Leakage of such secret strings can induce unprecedented consequences like monetary losses or leakage of user private information. In…

Cryptography and Security · Computer Science 2025-01-15 Lili Wei , Heqing Huang , Shing-Chi Cheung , Kevin Li

The ability to identify the author responsible for a given software object is critical for many research studies and for enhancing software transparency and accountability. However, as opposed to other application markets like iOS,…

Cryptography and Security · Computer Science 2022-11-24 Kaspar Hageman , Álvaro Feal , Julien Gamba , Aniketh Girish , Jakob Bleier , Martina Lindorfer , Juan Tapiador , Narseo Vallina-Rodriguez

As a new format of mobile application, mini programs, which function within a larger app and are built with HTML, CSS, and JavaScript web technology, have become the way to do almost everything in China. This paper presents our research on…

Cryptography and Security · Computer Science 2022-05-31 Jianyi Zhang , Leixin Yang , Yuyang Han , Zhi Sun , Zixiao Xiang

Mobile devices gather the communication capabilities as no other gadget. Plus, they now comprise a wider set of applications while still maintaining reduced size and weight. They have started to include accessibility features that enable…

Human-Computer Interaction · Computer Science 2014-02-06 Hugo Nicolau , João Guerreiro , Tiago Guerreiro

In recent years, there has been rapid growth in mobile devices such as smartphones, and a number of applications are developed specifically for the smartphone market. In particular, there are many applications that are ``free'' to the user,…

Cryptography and Security · Computer Science 2013-05-20 Hiroki Kuzuno , Satoshi Tonami

Mobile privacy and security can be a collaborative process where individuals seek advice and help from their trusted communities. To support such collective privacy and security management, we developed a mobile app for Community Oversight…

Human-Computer Interaction · Computer Science 2025-04-22 Mamtaj Akter , Madiha Tabassum , Nazmus Sakib Miazi , Leena Alghamdi , Jess Kropczynski , Pamela Wisniewski , Heather Lipford

End-users play an integral role in identifying requirements, validating software features' usefulness, locating defects, and in software product evolution in general. Their role in these activities is especially prominent in online…

Software Engineering · Computer Science 2021-03-15 Sherlock A. Licorish , Amjed Tahir , Michael Franklin Bosu , Stephen G. MacDonell

This article introduces a distributed model of trust for app developers in Android and iOS mobile ecosystems. The model aims to allow the co-existence of multiple app stores and distribution channels while retaining a high level of safety…

Cryptography and Security · Computer Science 2023-08-11 Paulo Trezentos , Ricardo Capote , Tiago Teodoro , João Carneiro

Mobile devices encroach on almost every part of our lives, including work and leisure, and contain a wealth of personal and sensitive information. It is, therefore, imperative that these devices uphold high security standards. A key aspect…

Cryptography and Security · Computer Science 2020-02-25 Sadegh Farhang , Mehmet Bahadir Kirdan , Aron Laszka , Jens Grossklags

This study is motivated by two key considerations: the significant benefits mobile applications offer individuals and businesses, and the limited empirical research on usability challenges. To address this gap, we conducted structured…

Human-Computer Interaction · Computer Science 2025-06-03 Pawel Weichbroth