Malware-Analysis-Datasets-PE-Section-Headers

Introduction This dataset is part of my PhD research on malware detection and classification using Deep Learning. It contains static analysis data (PE Section Headers of the .text, .code and CODE sections) extracted from the 'pe_sections' 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. Features Column name: hash Description: MD5 hash of the example Content: 32 bytes string Column name: sizeofdata Description: The size of the section on disk Content: Integer Column name: virtualaddress Description: Memory address of the first byte of the section relative to the image base Content: Integer Column name: entropy Description: Calculated entropy of the section Content: Float Column name: virtualsize Description: The size of the section when loaded into memory Content: Integer Column name: malware Description: Class Content: 0 (Goodware) or 1 (Malware) Acknowledgements Thank you Cuckoo Sandbox for developing such an amazing dynamic analysis environment! Thank you VirusShare! Because sharing is caring! Citations Please refer to http://dx.doi.org/10.21227/2czh-es14