| | --- |
| | license: mit |
| | tags: |
| | - Opcodes |
| | - Malware |
| | pretty_name: OSG |
| | --- |
| | |
| | # Welcome to the OSG (Opcode Sequence Graph) dataset. |
| |
|
| | ## This repository contain the dataset from the following papers: |
| |
|
| | - de Mello, A. R., Lemos, V. G., Barbosa, F. G., & Simoni, E. Malware identification on Portable Executable files using Opcodes Sequence. Page: 8, DOI: 10.21528/CBIC2023-006, https://sbic.org.br/wp-content/uploads/2023/10/pdf/CBIC_2023_paper006.pdf |
| |
|
| | - Explainable Boosting Classifier for malware detection and local explanation (Poster), Alexandre Reeberg de Mello, Vitor Gama Lemos, Emilio Simoni |
| | 2023/4/3, HotSoS - Hot Topics in the Science of Security, Volume 9, Edition 9, Pages 206, https://sos-vo.org/sites/sos-vo.org/files/2024-02/AR%20FINAL%2023_20231130.pdf |
| | |
| | Please, cite the works properly. |
| | |
| | ## Files structure |
| | |
| | - csv.zip - Contains all files hashes. |
| | - dataset_academic_t - contains the file names, and the encoded opcodes from the Explainable Boosting Classifier for malware detection and local explanation paper. |
| | - graph_dataset.zip - Contains the graphs and labels from the Malware identification on Portable Executable files using Opcodes Sequence. |
| |
|
| | ## Code repository |
| |
|
| | The code for the "Malware identification on Portable Executable files using Opcodes Sequence" is available @ https://github.com/areeberg/OSG . |
