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Learning Android Malware

Proceedings of the 12th International Conference on Availability, Reliability and Security, 2017
The number of Android malware is increasing every day. Thus Android malware detection is nowadays a big challenge. One of the most tedious tasks in malware detection is the extraction of malicious behaviors. This task is usually done manually and requires a huge effort of engineering. To avoid this step, we propose in this paper to use machine learning
Khanh-Huu-The Dam, Tayssir Touili
openaire   +1 more source

Anatomizing Android Malwares

2019 26th Asia-Pacific Software Engineering Conference (APSEC), 2019
Android OS being the popular choice of majority users also faces the constant risk of breach of confidentiality, integrity and availability (CIA). Effective mitigation efforts needs to identified in order to protect and uphold the CIA triad model, within the android ecosystem.
Anand Tirkey   +2 more
openaire   +1 more source

Identifying Android malware instructions

2014 IEEE Latin-America Conference on Communications (LATINCOM), 2014
Android is a very attractive platform for malware developers because it is widely used. There is a need to understand how malware works and how it can exploit a system's security architecture. To do so, this work decompiles Android malware applications to study their source code and to look for patterns, regarding instructions, method calls, and ...
Laura Victoria Morales Medina   +1 more
openaire   +1 more source

Android Malware and Analysis

open access: yes, 2014
The rapid growth and development of Android-based devices has resulted in a wealth of sensitive information on mobile devices that offer minimal malware protection.
Ken Dunham   +4 more
openaire   +2 more sources

Android malware and mitigations

Network Security, 2012
Just as the ubiquitous nature of Windows made it an enticing target for malware writers and cyber-criminals, so it is with Android. The maliciously inclined have not been slow to exploit the popularity of the platform. Steve Mansfield-Devine examines the nature of the malware problem and how Google's open approach to distribution makes implementing ...
openaire   +2 more sources

An Analysis of Android Malware Behavior

2018 IEEE International Conference on Software Quality, Reliability and Security Companion (QRS-C), 2018
Android is dominating the smartphone market with more users than any other mobile operating system. But with its growing popularity, interest from attackers has also increased, as the number of malicious applications keeps on rising. To know more about these applications, investigation of their behavior has become very important.
Fehmi Jaafar   +2 more
openaire   +2 more sources

Whitelist for Analyzing Android Malware

Proceedings of the International Conference on Research in Adaptive and Convergent Systems, 2017
The number of malicious code targeting the Android platform is increasing day by day. The biggest difficulty in analyzing the malicious code is the large amount of source code that needs to be analyzed. The larger the size of the source code, the longer the analyzing time and the longer the analyzing time, the less accurate the result of the analysis ...
Kyoungmin Kim 0005   +3 more
openaire   +1 more source

Detection of repackaged Android Malware

The 9th International Conference for Internet Technology and Secured Transactions (ICITST-2014), 2014
Android applications are widely used by millions of users to perform many activities. Unfortunately, legitimate and popular applications are targeted by malware authors and they repackage the existing applications by injecting additional code intended to perform malicious activities without the knowledge of end users.
Hossain Shahriar, Victor Clincy
openaire   +1 more source

Infrastructure for Detecting Android Malware

2013
Malware for smartphones have sky-rocketed these last years, particularly for Android platforms. To tackle this threat, services such as Google Bouncer have intended to counter-attack. However, it has been of short duration since the malware have circumvented the service by changing their behaviors.
Laurent Delosières, David García
openaire   +2 more sources

Fingerprinting Android malware families

Frontiers of Computer Science, 2018
The domination of the Android operating system in the market share of smart terminals has engendered increasing threats of malicious applications (apps). Research on Android malware detection has received considerable attention in academia and the industry.
Nannan Xie   +3 more
openaire   +2 more sources

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