---
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 .