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Mid@ndro: a Middleware Architecture for Malware Detection on Android | IEEE Conference Publication | IEEE Xplore

Mid@ndro: a Middleware Architecture for Malware Detection on Android


Abstract:

Android is a highly popular platform for mobile devices; however, it is also vulnerable to malware attacks due to the platform's ability to allow users to install apps fr...Show More

Abstract:

Android is a highly popular platform for mobile devices; however, it is also vulnerable to malware attacks due to the platform's ability to allow users to install apps from unverified sources. This increases the risk of downloading and installing malicious apps on devices. To tackle this issue, security researchers and software developers have proposed several solutions, such as antivirus and anti-malware software, app scanning services, and more secure app distribution channels. Our proposal for addressing the challenge of detecting Android malware is through a middle-ware architecture that empowers users to make informed decisions about which apps to install and run on their device. This middle-ware would thoroughly analyze apps for potential security risks, provide users with a comprehensive understanding of the app's behavior, permissions, and potential risks, and based on this analysis, enable users to make informed decisions on whether or not to allow the app to continue running on their device.
Date of Conference: 21-23 November 2023
Date Added to IEEE Xplore: 29 December 2023
ISBN Information:
Conference Location: Marrakech, Morocco

I. Introduction

The malware on Android continues to be a major concern for smartphone users. Malware attacks can take various forms, including malicious applications, phishing messages, spyware, and ransomware. Android malware can compromise the security of the user's personal data, steal sensitive information such as passwords and banking information, and even block access to data in exchange for a ransom. Symantec's annual IT security threat reports [1], Android is one of the most targeted mobile operating systems for malware. In 2020, nearly 98% of mobile malware was designed for Android. The use of mobile and smart devices has increased dramatically in recent years. In today's society, cell phones are not only a tool to call and text, but also a personal item to help you entertain and have information. Smart devices allow sensitive data to be stored and shared between users. These devices have become an integral part of our daily lives as many services are provided to us via mobile applications.

Market share of mobile operating systems worldwide 2009–2022. [?]

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References

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