VIRUSSHARE

Download: VirusShare Zip File

Abstract

Number of Instances:	280	Security Area:	Malware Analysis
Number of Attributes:	10	Date Donated:	Sep 13, 2016
Missing Values?	0	Associated ML Tasks:	Malware Categorize

Source

Mike Sconzo

Security Repository

Secrepo.com

Cylance Inc

cylance.com/operation-cleaver

Dataset Information

VirusShare dataset is a repository of malware samples to provide security researchers, incident responders, forensic analysts, and the morbidly curious access to samples of live malicious code.

Attribute Information

	Data Type	Count	Unique Values	Missing Values
FileName	object	280	280	0
SectionAlignment	int64	280	2	0
FileAlignment	int64	280	2	0
SizeOfHeaders	int64	280	2	0
TimeDateStamp	object	280	200	0
ImageBase	int64	280	6	0
SizeOfImage	int64	280	63	0
DllCharacteristics	int64	280	6	0
Characteristics	int64	280	9	0
HighEntropy	int64	280	2	0
LowEntropy	int64	280	2	0
TotalSuspiciousSections	int64	280	5	0
TotalNonSuspiciousSections	int64	280	4	0

Relevant Papers

Ambra Demontis. “Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables”. Technical University of Munich. March 2018 http://arxiv.org/pdf/1803.04173.pdf

Bracha Shapira “Unknown Malware Detection Using Network Traffic Classification”, puslished 2015, University of the Negev Beer Sheva, Israel https://cyber.bgu.ac.il/wp-content/uploads/2017/10/07346821.pdf

Associate Data Science Notebook