Update README.md

README.md

@@ -1,7 +1,28 @@
 ---
 license: mit
+tags:
+- Opcodes
+- Malware
+pretty_name: OSG
 ---
 
-This dataset contain the file names and each file opcode
+# Welcome to the OSG (Opcode Sequence Graph) dataset. 
 
-https://sbic.org.br/wp-content/uploads/2023/10/pdf/CBIC_2023_paper006.pdf
+## 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 .