Dynamic Features of VirusShare Executables
Donated on 11/28/2017
This dataset contains the dynamic features of 107,888 executables, collected by VirusShare from Nov/2010 to Jul/2014.
Dataset Characteristics
Multivariate, Time-Series
Subject Area
Computer Science
Associated Tasks
Classification, Regression
Feature Type
Integer
# Instances
107888
# Features
482
Dataset Information
Additional 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.
Has Missing Values?
No
Introductory Paper
By Huynh Ngoc Anh, W. Ng, Kanishka Ariyapala. 2017
Published in IFIP Working Conference on Database Semantics
Variable Information
The full set of features is available at https://git.io/vDywd;
Dataset Files
| File | Size |
|---|---|
| 2013-03.txt | 2.9 MB |
| 2012-02.txt | 2 MB |
| 2012-03.txt | 1.9 MB |
| 2010-11.txt | 1.4 MB |
| 2012-12.txt | 1.3 MB |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset dynamic_features_of_virusshare_executables = fetch_ucirepo(id=413) # data (as pandas dataframes) X = dynamic_features_of_virusshare_executables.data.features y = dynamic_features_of_virusshare_executables.data.targets # metadata print(dynamic_features_of_virusshare_executables.metadata) # variable information print(dynamic_features_of_virusshare_executables.variables)
Anh, H. (2017). Dynamic Features of VirusShare Executables [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C50P5P.
Creators
Huynh Anh
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.