Malware static and dynamic features VxHeaven and Virus Total Data Set Download: Abstract: 3 datasets: staDynBenignLab.csv, features extracted from 595 files (Win 7 and 8); staDynVxHeaven2698Lab.csv, from 2698 files of VxHeaven and staDynVt2955Lab.csv,from 2955 files of Virus Total. |
Data Set Characteristics: | Multivariate | Number of Instances: | 2955 | Area: | Computer Mathtype full version. |
Attribute Characteristics: | Integer, Real | Number of Attributes: | Universal keygen generator filehippo. 1087 | Date Donated | 2019-01-31 |
Associated Tasks: | Classification | Missing Values? | N/A | Number of Web Hits: | 361 |
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Source:
Alberto Redondo Hernández, alberto.redondo '@' icmat.es
Data Set Information:
- staDynBenignLab.csv: 1086 features extracted from 595 files on MS Windows 7 and 8, obtained Program Files directory.
- staDynVxHeaven2698Lab.csv: 1087 features extracted from 2698 files of VxHeaven dataset.
- staDynVt2955Lab.csv: 1087 features extracted from 2955 provided by Virus Total in 2018.
- staDynVxHeaven2698Lab.csv: 1087 features extracted from 2698 files of VxHeaven dataset.
- staDynVt2955Lab.csv: 1087 features extracted from 2955 provided by Virus Total in 2018.
Attribute Information:
Static features: ASM, Hex dump and PE Header (discreate, continuous)
Dynamic features: extracted from a Cuckoo sandbox
Dynamic features: extracted from a Cuckoo sandbox
Relevant Papers:
'Detecting Malware Using a Hybrid Approach' (it will be published soon)
Vx Heaven Virus
Citation Request:
Vx Heavens Virus Collection
Vx Heavens Virus Collection Free
The author gratefully acknowledges Virus Total for providing the corresponding malware files to the study.