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.

DOI Link: 
10.21227/004e-v304
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Dataset Files

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[1] Angelo Oliveira, "Malware Analysis Datasets: Top-1000 PE Imports", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/004e-v304. Accessed: Apr. 17, 2025.
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doi = {10.21227/004e-v304},
url = {http://dx.doi.org/10.21227/004e-v304},
author = {Angelo Oliveira },
publisher = {IEEE Dataport},
title = {Malware Analysis Datasets: Top-1000 PE Imports},
year = {2019} }
TY - DATA
T1 - Malware Analysis Datasets: Top-1000 PE Imports
AU - Angelo Oliveira
PY - 2019
PB - IEEE Dataport
UR - 10.21227/004e-v304
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Angelo Oliveira. (2019). Malware Analysis Datasets: Top-1000 PE Imports. IEEE Dataport. http://dx.doi.org/10.21227/004e-v304
Angelo Oliveira, 2019. Malware Analysis Datasets: Top-1000 PE Imports. Available at: http://dx.doi.org/10.21227/004e-v304.
Angelo Oliveira. (2019). "Malware Analysis Datasets: Top-1000 PE Imports." Web.
1. Angelo Oliveira. Malware Analysis Datasets: Top-1000 PE Imports [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/004e-v304
Angelo Oliveira. "Malware Analysis Datasets: Top-1000 PE Imports." doi: 10.21227/004e-v304