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The permission mechanism in the Android Framework is integral to safeguarding the privacy of users by managing users' and processes' access to sensitive resources and operations. As such, developers need to be equipped with an in-depth…

软件工程 · 计算机科学 2025-10-07 Han Hu , Wei Minn , Yonghui Liu , Jiakun Liu , Ferdian Thung , Terry Yue Zhuo , Lwin Khin Shar , Debin Gao , David Lo

Due to hardware and software improvements, an increasing number of AI models are deployed on-device. This shift enhances privacy and reduces latency, but also introduces security risks distinct from traditional software. In this article, we…

机器学习 · 计算机科学 2025-09-09 Victor Guyomard , Mathis Mauvisseau , Marie Paindavoine

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…

软件工程 · 计算机科学 2022-03-15 Sen Chen , Chunyang Chen , Lingling Fan , Mingming Fan , Xian Zhan , Yang Liu

Over the last decade, machine learning has been extensively applied to identify malicious Android applications. However, such approaches remain vulnerable against adversarial examples, i.e., examples that are subtly manipulated to fool a…

密码学与安全 · 计算机科学 2026-05-29 Daniel Pulido-Cortázar , Daniel Gibert , Felip Manyà

Sensors (e.g., light, gyroscope, accelerometer) and sensing-enabled applications on a smart device make the applications more user-friendly and efficient. However, the current permission-based sensor management systems of smart devices only…

密码学与安全 · 计算机科学 2019-10-25 Amit Kumar Sikder , Hidayet Aksu , A. Selcuk Uluagac

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

Widespread use of memory unsafe programming languages (e.g., C and C++) leaves many systems vulnerable to memory corruption attacks. A variety of defenses have been proposed to mitigate attacks that exploit memory errors to hijack the…

密码学与安全 · 计算机科学 2018-03-13 Thomas Nyman , Ghada Dessouky , Shaza Zeitouni , Aaro Lehikoinen , Andrew Paverd , N. Asokan , Ahmad-Reza Sadeghi

With the popularity of smartphones, users are heavily dependent on mobile applications for daily work and entertainments. However, mobile apps are becoming more and more complicated with more features and increasing size, part of which may…

计算机与社会 · 计算机科学 2018-02-16 Yi Liu

Security of Android devices is now paramount, given their wide adoption among consumers. As researchers develop tools for statically or dynamically detecting suspicious apps, malware writers regularly update their attack mechanisms to hide…

密码学与安全 · 计算机科学 2022-10-21 Xiaoyu Sun , Xiao Chen , Li Li , Haipeng Cai , John Grundy , Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

Accurate detection of third-party libraries (TPLs) is fundamental to Android security, supporting vulnerability tracking, malware detection, and supply chain auditing. Despite many proposed tools, their real-world effectiveness remains…

密码学与安全 · 计算机科学 2025-09-08 Jintao Gu , Haolang Lu , Guoshun Nan , Yihan Lin , Kun Wang , Yuchun Guo , Yigui Cao , Yang Liu

The majority of smartphones either run iOS or Android operating systems. This has created two distinct ecosystems largely controlled by Apple and Google - they dictate which applications can run, how they run, and what kind of phone…

密码学与安全 · 计算机科学 2021-02-05 Friederike Groschupp , Moritz Schneider , Ivan Puddu , Shweta Shinde , Srdjan Capkun

As the Internet of Things (IoT) continues to evolve, smartphones have become essential components of IoT systems. However, with the increasing amount of personal information stored on smartphones, user privacy is at risk of being…

密码学与安全 · 计算机科学 2023-07-26 Quancheng Wang , Ming Tang , Jianming Fu

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…

密码学与安全 · 计算机科学 2021-07-08 Sevil Sen , Burcu Can

Android's Private Compute Core (PCC) is a secure, isolated environment within the operating system, that maintains separation from apps while enabling users and developers to maintain control over their data. It is backed by open-source…

密码学与安全 · 计算机科学 2022-09-23 Eugenio Marchiori , Sarah de Haas , Sergey Volnov , Ronnie Falcon , Roxanne Pinto , Marco Zamarato

Repackaging is a serious threat to the Android ecosystem as it deprives app developers of their benefits, contributes to spreading malware on users' devices, and increases the workload of market maintainers. In the space of six years, the…

软件工程 · 计算机科学 2018-11-22 Li Li , Tegawendé Bissyandé , Jacques Klein

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

Third-party code plays a critical role in IoT applications, which generate and analyze highly privacy-sensitive data. Unlike traditional desktop and server settings, IoT devices mostly run a dedicated, single application. As a result,…

操作系统 · 计算机科学 2019-11-22 Marcela S. Melara , David H. Liu , Michael J. Freedman

The Android ecosystem relies on either TrustZone (e.g., OP-TEE, QTEE, Trusty) or trusted hypervisors (pKVM, Gunyah) to isolate security-sensitive services from malicious apps and Android bugs. TrustZone allows any secure world code to…

密码学与安全 · 计算机科学 2024-07-24 Mark Kuhne , Supraja Sridhara , Andrin Bertschi , Nicolas Dutly , Srdjan Capkun , Shweta Shinde

Permission analysis is a widely used method for Android malware detection. It involves examining the permissions requested by an application to access sensitive data or perform potentially malicious actions. In recent years, various machine…

密码学与安全 · 计算机科学 2025-07-31 Ahmed Sabbah , Radi Jarrar , Samer Zein , David Mohaisen

The proliferation of ubiquitous computing requires energy-efficient as well as secure operation of modern processors. Side channel attacks are becoming a critical threat to security and privacy of devices embedded in modern computing…

密码学与安全 · 计算机科学 2019-07-11 Nikhil Chawla , Arvind Singh , Monodeep Kar , Saibal Mukhopadhyay
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