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Dynamic Features of VirusShare Executables Data Set
Download: Data Folder, Data Set Description

Abstract: This dataset contains the dynamic features of 107,888 executables, collected by VirusShare from Nov/2010 to Jul/2014.

Data Set Characteristics:  

Multivariate, Time-Series

Number of Instances:

107888

Area:

Computer

Attribute Characteristics:

Integer

Number of Attributes:

482

Date Donated

2017-11-29

Associated Tasks:

Classification, Regression

Missing Values?

N/A

Number of Web Hits:

2651


Source:

Huynh Ngoc Anh
hu0002nh '@' e.ntu.edu.sg
Nanyang Technological University


Data Set Information:

This dataset contains the dynamic features of 107,888 executables, collected by VirusShare from Nov/2010 to Jul/2014. The features were extracted from the artifacts generated by the executables in the Cukoo Sandbox. Please refer to the paper for more details regarding data collection and feature extraction.


Attribute Information:

The full set of features is available at [Web Link];


Relevant Papers:

@inproceedings{DBLP:conf/dis/AnhNA17,
author = {Huynh Ngoc Anh and
Wee Keong Ng and
Kanishka Ariyapala},
title = {A New Adaptive Learning Algorithm and Its Application to Online Malware
Detection},
booktitle = {Discovery Science - 20th International Conference, {DS} 2017, Kyoto,
Japan, October 15-17, 2017, Proceedings},
pages = {18--32},
year = {2017},
crossref = {DBLP:conf/dis/2017},
url = {[Web Link]},
doi = {10.1007/978-3-319-67786-6_2},
timestamp = {Mon, 18 Sep 2017 13:52:15 +0200},
biburl = {[Web Link]},
bibsource = {dblp computer science bibliography, [Web Link]}
}



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