Dataset malware/beningn permissions Android

Citation Author(s):
Christian Urcuqui, Andres Navarro
Submitted by:
Christian Urcuqui
Last updated:
Thu, 11/08/2018 - 10:34
DOI:
10.21227/H26P4M
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Abstract 

This dataset is a result of my research production into machine learning in android security. The data was obtained by a process that consisted to map a binary vector of permissions used for each application analyzed {1=used, 0=no used}. Moreover, the samples of malware/benign were devided by "Type"; 1 malware and 0 non-malware.

When I did my research, the datasets of malware and benign Android applications were not available, then I give to the community a part of my research results for the future works.

If your papers or articles use our dataset, please cite our COLCOM 2016 paper as follows.

Urcuqui, C., & Navarro, A. (2016, April). Machine learning classifiers for android malware analysis. In Communications and Computing (COLCOM), 2016 IEEE Colombian Conference on (pp. 1-6). IEEE.

ccurcuqui@icesi.edu.co

 

Instructions: 

The samples of malware/benign were devided by "Type"; 1 malware and 0 non-malware. Moreover, all the characteristics was obtained by a list of permissions of a project (cited in my paper). If you want more information about the research please write me or you can see part of the work into the article:

Urcuqui, C., & Navarro, A. (2016, April). Machine learning classifiers for android malware analysis. In Communications and Computing (COLCOM), 2016 IEEE Colombian Conference on (pp. 1-6). IEEE.

 

ccurcuqui@icesi.edu.co

Comments

Thanks for the dataset. I'm a research student and this is immensely helpful. Can you please share the malware package name or app name along with this dataset?

 

Submitted by Jayanthi Ramamoorthy on Tue, 11/28/2017 - 15:10

Hi Ramamoorthy,

Thanks for your email, the dataset was make through another Android malware set, the name of this project is Android Malware Genome Project and currently it is not available (http://www.malgenomeproject.org/) =C, but, they have an article about the malware set (https://www.csc2.ncsu.edu/faculty/xjiang4/pubs/OAKLAND12.pdf). In my research, I supposed that all the software in this set were malware, so, I preferred to mantain anonymus these applications.

If this can help you, I know that other malware sets are avaiable to download, they have malware names and some descriptive analysis of them.

Please do not dude to write me if you have any other question.

Submitted by Christian Urcuqui on Wed, 11/29/2017 - 11:23

Hi Sir,

I am a graduate student. I've seen your datasets from the given URL https://ieee-dataport.org/documents/dataset-malwarebeningn-permissions-a... but from this link, I couldn't find testing dataset CSV file. So can you Please share the Testing Dataset CSV file of MALWARE/BENIGN PERMISSIONS ANDROID for PROJECT EXPERIMENT. Kindly accept my request.

Thanks & Regards,Pushpalatha

Submitted by pushpa latha on Sat, 02/15/2020 - 12:11