Distinguishing between high entropy bit streams
Description
This dataset contains the curated files, classified by type and extension so that other researchers can compute their features and replicate outcomes. A total of 5 datasets (i.e., one according to each file size denoted as 64, 128, 256, 512, and 1024) each one consisting of exactly 50% encrypted and 50% compressed files. -The encryption algorithms used to generate the files were: AES(128 / 192 / 256) and Camelia(128 / 192 / 256 -In the case of compressed files: ZIP RAR BZIP2 GZIP -Different source files were considered to generate the encrypted and compressed files. COCO Dataset (http://cocodataset.org/home) Microsoft Research (https://www.microsoft.com/en-us/research/project/rgb-d-dataset-7-scenes/) ArXiv (https://arxiv.org/) Project Gutenberg (https://www.gutenberg.org/) Several classical music symphonies in MP3 format YouTube-8M dataset Binaries extracted from system32 in Win10 x64 and sbin from Ubuntu 16.04
Resources
| Name |
Format |
Description |
Link |
|
0 |
|
http://data.europa.eu/88u/dataset/oai-zenodo-org-5148542 |
|
0 |
|
http://data.europa.eu/88u/dataset/oai-zenodo-org-5148542 |
Tags
- randomness
- compressed-files
- encryption
- ransomware
- encrypted-files