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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
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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, Xing Wang, Wei Wang 0012, Jiqiang Liu   +3 more
openaire   +2 more sources

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

Android malware analysis and conceptual malware mitigation approaches

2016 International Conference on Information and Communication Technology Convergence (ICTC), 2016
Mobile devices have enjoyed unprecedented growth in the last decade. As devices become more ubiquitous and users place more sensitive data on their devices, the amount of mobile malware in the wild has grown. In order to protect mobile device users and their data, mobile security solutions have been brought to market for consumer and enterprise users ...
Tae (Tom) Oh, Hwa Shin Moon, Young Ho Kim, Jeong Neyo Kim, Bill Stackpole   +4 more
openaire   +1 more source

Composition-Malware: Building Android Malware at Run Time

2015 10th International Conference on Availability, Reliability and Security, 2015
We present a novel model of malware for Android, named composition-malware, which consists of composing fragments of code hosted on different and scattered locations at run time. An key feature of the model is that the malicious behavior could dynamically change and the payload could be activated under logic or temporal conditions.
Gerardo Canfora, Francesco Mercaldo, Giovanni Moriano, Corrado Aaron Visaggio   +3 more
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Characterization of Android Malwares and their families

ACM Computing Surveys
Nowadays, smartphones have made our lives easier and have become essential gadgets for us. Apart from calling, mobiles are used for various purposes, such as banking, chatting, data storage, connecting to the internet, and running apps, that make life easier. Therefore, attackers are developing new methods or malware to steal smartphone data. Primarily,
Tejpal Sharma, Dhavleesh Rattan
openaire   +1 more source

Android Malware Detection: A Survey

2018
In the world today, smartphones are evolving every day and with this evolution, security becomes a big issue. Security is an important aspect of the human existence and in a world, with inadequate security, it becomes an issue for the safety of the smartphone users. One of the biggest security threats to smartphones is the issue of malware.
Modupe Odusami, Olusola Abayomi-Alli, Sanjay Misra, Olamilekan Shobayo, Robertas Damasevicius, Rytis Maskeliunas   +5 more
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Android Malware Detection

2020
Smartphones and mobile tablets are rapidly becoming essential in daily life. Android has been the most popular mobile operating system since 2012. However, owing to the open nature of Android, countless malwares are intermingled with a large number of benign apps in Android markets that seriously threaten Android security.
Shymala Gowri Selvaganapathy, G. Sudha Sadasivam, Hema Priya N, Rajeshwari N, Dharani M, K. Karthik   +5 more
openaire   +1 more source

CNN-Based Android Malware Detection

2017 International Conference on Software Security and Assurance (ICSSA), 2017
The growth in mobile devices has exponentially increased, making information easy to access but at the same time vulnerable. Malicious applications can gain access to sensitive and critical user information by exploiting unsolicited permission controls.
Meenu Ganesh, Priyanka Pednekar, Pooja Prabhuswamy, Divyashri Sreedharan Nair, Younghee Park, Hyeran Jeon   +5 more
openaire   +2 more sources

A Survey of Android Malware

2013
In this chapter, we present a survey of existing Android malware. Particularly, with more than one year effort, we have collected a large dataset of existing Android malware. Based on this dataset, we are able to systematically characterize existing Android malware from various aspects, including their installation, activation methods, and malicious ...
Xuxian Jiang, Yajin Zhou
openaire   +1 more source