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Dynamic analysis has emerged as a pivotal technique for testing Android apps, enabling the detection of bugs, malicious code, and vulnerabilities. A key metric in evaluating the efficacy of tools employed by both research and practitioner…

软件工程 · 计算机科学 2024-04-18 Jordan Samhi , Andreas Zeller

The increasing prevalence of Internet of Things (IoT) devices has made it inevitable that their pertinence to digital forensic investigations will increase into the foreseeable future. These devices produced by various vendors often posses…

密码学与安全 · 计算机科学 2021-08-23 Asanka Sayakkara , Nhien-An Le-Khac , Mark Scanlon

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…

密码学与安全 · 计算机科学 2018-08-01 Keyur Kulkarni , Ahmad Y Javaid

Android devices are equipped with many pre-installed applications which have the capability of tracking and monitoring users. Although applications coming pre-installed pose a great danger to user security and privacy, they have received…

密码学与安全 · 计算机科学 2023-01-31 Abdullah Ozbay , Kemal Bicakci

In the previous decade, there has been a considerable rise in the usage of smartphones.Due to exorbitant advancement in technology, computational speed and quality of image capturing has increased considerably. With an increase in the need…

计算机视觉与模式识别 · 计算机科学 2017-08-04 Saksham Gupta , Sukhad Anand , Atul Rai

The Android operating system is pervasively adopted as the operating system platform of choice for smart devices. However, the strong adoption has also resulted in exponential growth in the number of Android based malicious software or…

密码学与安全 · 计算机科学 2023-01-18 Aye Thaw Da Naing , Justin Soh Beng Guan , Yarzar Shwe Win , Jonathan Pan

Never before has any OS been so popular as Android. Existing mobile phones are not simply devices for making phone calls and receiving SMS messages, but powerful communication and entertainment platforms for web surfing, social networking,…

密码学与安全 · 计算机科学 2023-02-16 Xiaoyu Sun

With the rapid growth of Android malware, many machine learning-based malware analysis approaches are proposed to mitigate the severe phenomenon. However, such classifiers are opaque, non-intuitive, and difficult for analysts to understand…

密码学与安全 · 计算机科学 2020-08-14 Ming Fan , Wenying Wei , Xiaofei Xie , Yang Liu , Xiaohong Guan , Ting Liu

Recent studies show that the TV viewing experience is changing giving the rise of trends like "multi-screen viewing" and "connected viewers". These trends describe TV viewers that use mobile devices (e.g. tablets and smart phones) while…

计算机与社会 · 计算机科学 2013-06-04 Mohamed Ibrahim , Ahmed Saeed , Moustafa Youssef , Khaled A. Harras

Mobile device authentication has been a highly active research topic for over 10 years, with a vast range of methods having been proposed and analyzed. In related areas such as secure channel protocols, remote authentication, or desktop…

密码学与安全 · 计算机科学 2020-09-23 René Mayrhofer , Vishwath Mohan , Stephan Sigg

Security issues, threats, and attacks in relation with the IoT have been identified as promising and challenging area of research. Eventually, the need for a forensics methodology for investigating IoT-related crime is therefore essential.…

网络与互联网体系结构 · 计算机科学 2019-09-09 Snehal Sathwara , Nitul Dutta , Emil Pricop

This paper reviews work published between 2002 and 2022 in the fields of Android malware, clone, and similarity detection. It examines the data sources, tools, and features used in existing research and identifies the need for a…

密码学与安全 · 计算机科学 2024-12-17 Simon Torka , Sahin Albayrak

As the dominant mobile operating system, Android continues to attract a substantial influx of new applications each year. However, this growth is accompanied by increased attention from malicious actors, resulting in a significant rise in…

软件工程 · 计算机科学 2025-12-16 Dewen Suo , Lei Xue , Weihao Huang , Runze Tan , Guozi Sun

The proliferation of mobile applications and the subsequent sharing of personal data with service and application providers have given rise to substantial privacy concerns. Application marketplaces have introduced mechanisms to conform to…

密码学与安全 · 计算机科学 2023-11-02 Joao Marono , Catarina Silva , Joao P. Barraca , Vitor Cunha , Paulo Salvador

This survey examines intelligent forensics in next-generation mobile networks, arguing that future wireless security must move beyond real-time detection toward accountable post-incident reconstruction. Unlike traditional digital forensics,…

信号处理 · 电气工程与系统科学 2026-04-01 Jiacheng Wang , Weihong Qin , Jialing He , Changyuan Zhao , Dusit Niyato , Tao Xiang

IoT technologies pose serious challenges to digital Forensics. The acquisition of digital evidence is hindered by the number and extreme variety of IoT items, often lacking physical interfaces, connected in unprotected networks, feeding…

密码学与安全 · 计算机科学 2021-01-01 Federico Costantini , Fausto Galvan , Marco Alvise de Stefani , Sebastiano Battiato

As smartphones and smartphone applications are widely used in a healthcare context (e.g., remote healthcare), these devices and applications may need to comply with the Health Insurance Portability and Accountability Act (HIPAA) of 1996. In…

计算机与社会 · 计算机科学 2021-05-18 George Grispos , Talon Flynn , William Glisson , Kim-Kwang Raymond Choo

Digital forensic science is very much still in its infancy, but is becoming increasingly invaluable to investigators. A popular area for research is seeking a standard methodology to make the digital forensic process accurate, robust, and…

密码学与安全 · 计算机科学 2017-08-08 Xiaoyu Du , Nhien-An Le-Khac , Mark Scanlon

DroidDissector is an extraction tool for both static and dynamic features. The aim is to provide Android malware researchers and analysts with an integrated tool that can extract all of the most widely used features in Android malware…

密码学与安全 · 计算机科学 2023-12-04 Ali Muzaffar , Hani Ragab Hassen , Hind Zantout , Michael A Lones

The paper reports on an ongoing research project into the development of "Mobile Academy", an Android-based mobile learning (mLearning) application (app). The project comprises three major phases: requirement analysis, application…

计算机与社会 · 计算机科学 2017-08-17 Mahdi H. Miraz , Sajid Khan , Monir Bhuiyan , Peter Excell