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Mobile apps often embed authentication secrets, such as API keys, tokens, and client IDs, to integrate with cloud services. However, developers often hardcode these credentials into Android apps, exposing them to extraction through reverse…

Cryptography and Security · Computer Science 2025-10-22 Marco Alecci , Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

System auditing on Android faces two problems. First, existing syscall tracers lose events under load, silently overwriting entries faster than a user space reader can drain them. Second, security-relevant application behavior is mediated…

Cryptography and Security · Computer Science 2026-05-01 Simon Althaus , Nikolaos Alexopoulos , Max Mühlhäuser , Christian Reuter , Ephraim Zimmer

Touch data, and in particular text-entry data, has been mostly collected in the laboratory, under controlled conditions. While touch and text-entry data have consistently shown its potential for monitoring and detecting a variety of…

Human-Computer Interaction · Computer Science 2021-05-24 André Rodrigues , André Santos , Kyle Montague , Hugo Nicolau , Tiago Guerreiro

Current smartphone operating systems regulate application permissions by prompting users on an ask-on-first-use basis. Prior research has shown that this method is ineffective because it fails to account for context: the circumstances under…

Cryptography and Security · Computer Science 2017-03-08 Primal Wijesekera , Arjun Baokar , Lynn Tsai , Joel Reardon , Serge Egelman , David Wagner , Konstantin Beznosov

The transparency and privacy behavior of mobile browsers has remained widely unexplored by the research community. In fact, as opposed to regular Android apps, mobile browsers may present contradicting privacy behaviors. On the one end,…

Cryptography and Security · Computer Science 2022-12-08 Amogh Pradeep , Álvaro Feal , Julien Gamba , Ashwin Rao , Martina Lindorfer , Narseo Vallina-Rodriguez , David Choffnes

Apps on mobile phones manipulate all sorts of data, including sensitive data, leading to privacy-related concerns. Recent regulations like the European GDPR provide rules for the processing of personal and sensitive data, like that no such…

Cryptography and Security · Computer Science 2023-01-12 Jordan Samhi , Maria Kober , Abdoul Kader Kabore , Steven Arzt , Tegawendé F. Bissyandé , Jacques Klein

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 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…

Cryptography and Security · Computer Science 2022-06-07 Evita Bakopoulou , Anastasia Shuba , Athina Markopoulou

It is well known that apps running on mobile devices extensively track and leak users' personally identifiable information (PII); however, these users have little visibility into PII leaked through the network traffic generated by their…

Cryptography and Security · Computer Science 2016-08-22 Jingjing Ren , Ashwin Rao , Martina Lindorfer , Arnaud Legout , David Choffnes

Due to the openness of the wireless medium, smartphone users are susceptible to user privacy attacks, where user privacy information is inferred from encrypted Wi-Fi wireless traffic. Existing attacks are limited to recognizing mobile apps…

Cryptography and Security · Computer Science 2025-11-06 Yong Huang , Zhibo Dong , Xiaoguang Yang , Dalong Zhang , Qingxian Wang , Zhihua Wang

In the digitized world, smartphones and their apps play an important role. To name just a few examples, some apps offer possibilities for entertainment, others for online banking, and others offer support for two-factor authentication.…

Cryptography and Security · Computer Science 2023-07-18 Alexander Hefter , Christoph Sendner , Alexandra Dmitrienko

The Android unrestricted application market, being of open source nature, has made it a popular platform for third-party applications reaching millions of smart devices in the world. This tremendous increase in applications with an…

Cryptography and Security · Computer Science 2021-09-09 Stylianos Monogios , Konstantinos Limniotis , Nicholas Kolokotronis , Stavros Shiaeles

Deep learning has shown its power in many applications, including object detection in images, natural-language understanding, and speech recognition. To make it more accessible to end users, many deep learning models are now embedded in…

Machine Learning · Computer Science 2021-02-05 Yujin Huang , Han Hu , Chunyang Chen

Today, much of our sensitive information is stored inside mobile applications (apps), such as the browsing histories and chatting logs. To safeguard these privacy files, modern mobile systems, notably Android and iOS, use sandboxes to…

Cryptography and Security · Computer Science 2017-02-10 Daoyuan Wu , Rocky K. C. Chang

Android filesystem access control provides a foundation for Android system integrity. Android utilizes a combination of mandatory (e.g., SEAndroid) and discretionary (e.g., UNIX permissions) access control, both to protect the Android…

Cryptography and Security · Computer Science 2020-08-11 Yu-Tsung Lee , William Enck , Haining Chen , Hayawardh Vijayakumar , Ninghui Li , Daimeng Wang , Zhiyun Qian , Giuseppe Petracca , Trent Jaeger

With the rapid growth of mobile apps, users' concerns about their privacy have become increasingly prominent. Android app logs serve as crucial computer resources, aiding developers in debugging and monitoring the status of Android apps,…

Android apps are event-driven, and their execution is often interrupted by external events. This interruption can cause data loss issues that annoy users. For instance, when the screen is rotated, the current app page will be destroyed and…

Software Engineering · Computer Science 2022-09-20 Wunan Guo , Zhen Dong , Liwei Shen , Wei Tian , Ting Su , Xin Peng

With the releases of Android Oreo and Pie, Android introduced some background execution limitations for apps. Google restricted the execution of background services to save energy and to prevent apps from running endlessly in the…

Cryptography and Security · Computer Science 2020-12-01 Thomas Sutter

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 this work we present definitive evidence, analysis, and (where needed) speculation to answer the questions, (1) Which concrete security measures in mobile devices meaningfully prevent unauthorized access to user data? (2) In what ways…

Cryptography and Security · Computer Science 2021-05-27 Maximilian Zinkus , Tushar M. Jois , Matthew Green