This dataset is part of my PhD research on malware detection and classification using Deep Learning. It contains static analysis data: Raw PE byte stream rescaled to a 32 x 32 greyscale image using the Nearest Neighbor Interpolation algorithm and then flattened to a 1024 bytes vector. PE malware examples were downloaded from virusshare.com. PE goodware examples were downloaded from portableapps.com and from Windows 7 x86 directories.

DOI Link: 
10.21227/8brp-j220
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Dataset Files

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[1] Angelo Oliveira, "Malware Analysis Datasets: Raw PE as Image", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/8brp-j220. Accessed: Jun. 03, 2023.
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doi = {10.21227/8brp-j220},
url = {http://dx.doi.org/10.21227/8brp-j220},
author = {Angelo Oliveira },
publisher = {IEEE Dataport},
title = {Malware Analysis Datasets: Raw PE as Image},
year = {2019} }
TY - DATA
T1 - Malware Analysis Datasets: Raw PE as Image
AU - Angelo Oliveira
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Angelo Oliveira. (2019). Malware Analysis Datasets: Raw PE as Image. IEEE Dataport. http://dx.doi.org/10.21227/8brp-j220
Angelo Oliveira, 2019. Malware Analysis Datasets: Raw PE as Image. Available at: http://dx.doi.org/10.21227/8brp-j220.
Angelo Oliveira. (2019). "Malware Analysis Datasets: Raw PE as Image." Web.
1. Angelo Oliveira. Malware Analysis Datasets: Raw PE as Image [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/8brp-j220
Angelo Oliveira. "Malware Analysis Datasets: Raw PE as Image." doi: 10.21227/8brp-j220