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

A New Adaptive Learning Algorithm and Its Application to Online Malware Detection

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;

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Creators

Huynh Anh

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