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The rapidly evolving Android malware ecosystem demands high-quality, real-time datasets as a foundation for effective detection and defense. With the widespread adoption of mobile devices across industrial systems, they have become a…

Cryptography and Security · Computer Science 2025-10-21 Hongpeng Bai , Minhong Dong , Yao Zhang , Shunzhe Zhao , Haobo Zhang , Lingyue Li , Yude Bai , Guangquan Xu

Android utilizes a security mechanism that requires apps to request permission for accessing sensitive user data, e.g., contacts and SMSs, or certain system features, e.g., camera and Internet access. However, Android apps tend to be…

Software Engineering · Computer Science 2020-01-24 Jianmao Xiao , Shizhan Chen , Qiang He , Zhiyong Feng , Xiao Xue

Frequently advised secure development recommendations often fall short in practice for app developers. Tool-driven (e.g., using static analysis tools) approaches lack context and domain-specific requirements of an app being tested. App…

Software Engineering · Computer Science 2021-11-04 Muhammad Sajidur Rahman , Blas Kojusner , Ryon Kennedy , Prerit Pathak , Lin Qi , Byron Williams

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

Mobile phones and tablets have become the most widely used computing devices, with a large predominance of the Android platform. As a natural evolution, the development of Android applications has surged and has become a major field of…

Software Engineering · Computer Science 2018-09-27 Franz-Xaver Geiger , Ivano Malavolta

Currently, Application Programming Interfaces (APIs) are becoming increasingly popular to facilitate data transfer in a variety of mobile applications. These APIs often process sensitive user information through their endpoints, which are…

Cryptography and Security · Computer Science 2023-10-24 Nate Haris , Kendree Chen , Ann Song , Benjamin Pou

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

This paper reports a large-scale study that aims to understand how mobile application (app) vulnerabilities are associated with software libraries. We analyze both free and paid apps. Studying paid apps was quite meaningful because it…

Cryptography and Security · Computer Science 2017-03-28 Takuya Watanabe , Mitsuaki Akiyama , Fumihiro Kanei , Eitaro Shioji , Yuta Takata , Bo Sun , Yuta Ishi , Toshiki Shibahara , Takeshi Yagi , Tatsuya Mori

Google's Android is a comprehensive software framework for mobile communication devices (i.e., smartphones, PDAs). The Android framework includes an operating system, middleware and a set of key applications. The incorporation of integrated…

Cryptography and Security · Computer Science 2009-12-31 A. Shabtai , Y. Fledel , U. Kanonov , Y. Elovici , S. Dolev

Agent benchmarks have become the de facto measure of frontier AI competence, guiding model selection, investment, and deployment. However, reward hacking, where agents maximize a score without performing the intended task, emerges…

Artificial Intelligence · Computer Science 2026-05-14 Hao Wang , Hanchen Li , Qiuyang Mang , Alvin Cheung , Koushik Sen , Dawn Song

Being able to automatically detect the performance issues in apps can significantly improve apps' quality as well as having a positive influence on user satisfaction. Application Performance Management (APM) libraries are used to locate the…

Software Engineering · Computer Science 2021-03-23 Yutian Tang , Haoyu Wang , Xian Zhan , Xiapu Luo , Yajin Zhou , Hao Zhou , Qiben Yan , Yulei Sui , Jacky Keung

Mobile devices are used more and more in everyday life. They are our cameras, wallets, and keys. Basically, they embed most of our private information in our pocket. For this and other reasons, mobile devices, and in particular the software…

Software Engineering · Computer Science 2017-04-13 Mario Linares-Vasquez , Gabriele Bavota , Camilo Escobar-Velasquez

Since last decade, smartphones have become an integral part of everyone's life. Having the ability to handle many useful and attractive applications, smartphones sport flawless functionality and small sizes leading to their exponential…

Cryptography and Security · Computer Science 2018-08-01 Keyur Kulkarni , Ahmad Y Javaid

Software performance changes are costly and often hard to detect pre-release. Similar to software testing frameworks, either application benchmarks or microbenchmarks can be integrated into quality assurance pipelines to detect performance…

Performance · Computer Science 2022-12-20 Martin Grambow , Denis Kovalev , Christoph Laaber , Philipp Leitner , David Bermbach

AI models are increasingly prevalent in high-stakes environments, necessitating thorough assessment of their capabilities and risks. Benchmarks are popular for measuring these attributes and for comparing model performance, tracking…

Artificial Intelligence · Computer Science 2024-11-21 Anka Reuel , Amelia Hardy , Chandler Smith , Max Lamparth , Malcolm Hardy , Mykel J. Kochenderfer

In this paper, we present a comparative analysis of benign and malicious Android applications, based on static features. In particular, we focus our attention on the permissions requested by an application. We consider both binary…

Cryptography and Security · Computer Science 2019-04-02 Neeraj Chavan , Fabio Di Troia , Mark Stamp

The number of Android smartphone and tablet users has experienced a rapid growth in the past few years and it raises users' awareness on the privacy and security of their mobile devices. The features of openness and extensibility make…

Cryptography and Security · Computer Science 2022-11-02 Mark Huasong Meng , Guangdong Bai , Joseph K. Liu , Xiapu Luo , Yu Wang

With over 500,000 commits and more than 700 contributors, the Android platform is undoubtedly one of the largest industrial-scale software projects. This project provides the Android API, and developers heavily rely on this API to develop…

Software Engineering · Computer Science 2022-06-01 Pei Liu , Li Li , Yichun Yan , Mattia Fazzini , John Grundy

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

In Android, communications between apps and system services are supported by a transaction-based Inter-Process Communication (IPC) mechanism. Binder, as the cornerstone of this IPC mechanism, separates two communicating parties as client…

Cryptography and Security · Computer Science 2016-04-26 Huan Feng , Kang G. Shin