Malware Detection PE-Based Analysis Using Deep Learning Algorithm Dataset

Dataset contains 8970 malware and 1000 benign binaries files. Malware files which are divided into 5 types: Locker (300), Mediyes (1450), Winwebsec (4400), Zbot (2100), Zeroaccess (690). All of malware files are collected from https://virusshare.com/ and malicia-project.com. Benign excutable files are taken from installed folders of applications of legitimate software from different categories. They can be downloaded in https://download.cnet.com/windows/. All of files are verified by VirusTotal (https://www.virustotal.com) to make sure each file belong to their type. Note: This dataset includes malware so it can harm your computer.