Malware Analysis Datasets: Top-1000 PE Imports

Citation Author(s):
Angelo
Oliveira
Submitted by:
Angelo Oliveira
Last updated:
Fri, 11/08/2019 - 05:43
DOI:
10.21227/004e-v304
Data Format:
License:
0
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Abstract 

This dataset is part of my PhD research on malware detection and classification using Deep Learning. It contains static analysis data: Top-1000 imported functions extracted from the 'pe_imports' elements of Cuckoo Sandbox reports. PE malware examples were downloaded from virusshare.com. PE goodware examples were downloaded from portableapps.com and from Windows 7 x86 directories.

Comments

Greetings, I would like to get more information about the citations of this dataset.

Submitted by Noran Abu Shaib on Mon, 01/27/2020 - 11:47

Very interesting dataset. Do you have a descriptive file of the dataset. precisely what the features mean?

Submitted by zakaria sadelaoud on Sun, 03/08/2020 - 16:44

Appreciated, Please share the Feature Explanantion File or Description. Dataset is useless untill features are explained explecitly 

Submitted by Muhammad Hanif on Mon, 04/20/2020 - 13:19

Hi Do you have the Description of those features?

Appreciated if you share it.

 

Thanks & regards.

Submitted by Saba iqbal on Wed, 07/29/2020 - 06:18

Please share the description of all the 1000 odd feature set. Appreciate if you can list the top 10/20 most influential features. thanks

Submitted by solomon raj on Sat, 05/23/2020 - 12:56

Hello
Dear friend, it is possible to send additional descriptions of the features
Thanks

Submitted by Ali Kardani on Mon, 10/19/2020 - 09:40