metadata
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 .