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The Evolution of Android Malware and Android Analysis Techniques [PDF]
ACM Computing Surveys, 2017 With the integration of mobile devices into daily life, smartphones are privy to increasing amounts of sensitive information. Sophisticated mobile malware, particularly Android malware, acquire or utilize such data without user consent. It is therefore essential to devise effective techniques to analyze and detect these threats. This article presents a
Kimberly Tam +2 more
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A Review of Android Malware Detection Approaches Based on Machine Learning
IEEE Access, 2020 Android applications are developing rapidly across the mobile ecosystem, but Android malware is also emerging in an endless stream. Many researchers have studied the problem of Android malware detection and have put forward theories and methods from ...
Kaijun Liu, Guoai Xu, Dawei Sun
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A Systematic Literature Review of Android Malware Detection Using Static Analysis
IEEE Access, 2020 Android malware has been in an increasing trend in recent years due to the pervasiveness of Android operating system. Android malware is installed and run on the smartphones without explicitly prompting the users or without the user's permission, and it ...
Ya Pan, Chunrong Fang, Xiuting Ge
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Using Machine Learning to Identify Android Malware Relying on API calling sequences and Permissions [PDF]
Journal of Computing and Communication, 2022 The revolutionary in cyber attacks, especially in smartphones are rising. The Android operating system is becoming one of the most leading operating systems. Therefore, Android malware is rising in terms of popularity.
Haytham Metwaie +6 more
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Android Malware Detection Based on Hypergraph Neural Networks
Applied Sciences, 2023 Android has been the most widely used operating system for mobile phones over the past few years. Malicious attacks against android are a major privacy and security concern. Malware detection techniques for android applications are therefore significant.
Dehua Zhang +6 more
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DroidPortrait: Android Malware Portrait Construction Based on Multidimensional Behavior Analysis
Applied Sciences, 2020 Recently, security incidents such as sensitive data leakage and video/audio hardware control caused by Android malware have raised severe security issues that threaten Android users, so thus behavior analysis and detection research researches of ...
Xin Su +5 more
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ROBOTIC SYSTEMS FOR SPECIAL AND MEDICAL INTELLIGENT ASSISTANCE
Наука и инновации в медицине, 2016 Exoskeletons gradually come to all spheres of human activities - from building houses to sports, from medicine to military usage. Exoskeleton complexes are rapidly developing with the help of 3D printing, microwires, new sources of energy and computing ...
Е А Dudorov +2 more
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Android Executable Modeling: Beyond Android Programming [PDF]
2014 International Conference on Future Internet of Things and Cloud, 2014 This paper demonstrates through an example how a modeling effort can substitute to a programming effort so that a main part of the code of apps for smart devices can be replaced by a model. We focus on the behavioral model of an application and then instrument its direct execution on an Android device thanks to the PauWare API.
Olivier Le Goaër +3 more
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Better Android apps using Android vitals [PDF]
Proceedings of the 3rd ACM SIGSOFT International Workshop on App Market Analytics, 2019 Google provides Android Vitals, a set of reports and tools for Android Developers as part of Google Play Console. Android Vitals can help developers improve their Android apps after an app has been launched by providing information on how their app is performing in key areas such as battery use, performance, and stability (freezes and crashes). Android
Julian Harty, Matthias Müller 0008
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Detection and Prevention of Malware in Android Operating System
Mehran University Research Journal of Engineering and Technology, 2021 The Internet is not safe anymore, malware can be discovered anywhere on the Internet. The risk of malware has increased also due to the increasing popularity and use of Smartphones and their underlying cost-free applications. With its great market share,
Kashif Ali Dahri +2 more
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