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Malimg Dataset

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Lakshmanan Nataraj, B.S. Manjunath,

Malimg Dataset

The Malimg Dataset consists of 9,342 grayscale images of 25 malware families used in our paper Malware Images: Visualization and Automatic Classification.
Below you can find the link to download the dataset.

Please cite our paper when using this dataset:

Malware Images: Visualization and Automatic Classification,
Lakshmanan Nataraj, S. Karthikeyan, Gregoire Jacob and B.S. Manjunath,
International Symposium on Visualization for Cyber Security 2011(VizSec 2011).

Download

Entire dataset with images: Malimg Dataset

Dataset Description

No. Class Family Name No. of Variants
1 Worm Allaple.L 1591
2 Worm Allaple.A 2949
3 Worm Yuner.A 800
4 PWS Lolyda.AA 1 213
5 PWS Lolyda.AA 2 184
6 PWS Lolyda.AA 3 123
7 Trojan C2Lop.P 146
8 Trojan C2Lop.gen!G 200
9 Dialer Instantaccess 431
10 Trojan Downloader Swizzor.gen!I 132
11 Trojan Downloader Swizzor.gen!E 128
12 Worm VB.AT 408
13 Rogue Fakerean 381
14 Trojan Alueron.gen!J 198
15 Trojan Malex.gen!J 136
16 PWS Lolyda.AT 159
17 Dialer Adialer.C 125
18 Trojan Downloader Wintrim.BX 97
19 Dialer Dialplatform.B 177
20 Trojan Downloader Dontovo.A 162
21 Trojan Downloader Obfuscator.AD 142
22 Backdoor Agent.FYI 116
23 Worm:AutoIT Autorun.K 106
24 Backdoor Rbot!gen 158
25 Trojan Skintrim.N 80

Acknowledgements

This research is supported by a grant from ONR #N00014-11-10111. Program manager: Dr. J. Sukarno Mertoguno