Model Card for Model ID
Model Details
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Developed by: Mustapha Khairan GHLISS
- Funded by [optional]: IMT LPSS
- Finetuned from model [optional]: Codebert Base
Model Sources [optional]
Direct Use
model = RobertaForSequenceClassification.from_pretrained('MusKhGH/HawkSec-v1')
Training Details
Training Data
8700 samples of data.
Decompiled executables and binary formats of source codes in C/C++ .
Training Hyperparameters
Bacth_size = 8.
Epochs = 8 .
Max length is 512.
Results
Validation accuracy of 98.48%
Testing accuracy of 99.19%
Citation
BibTeX:
@article{HawkSec,
title={HawkSec: an AI transformer solution to malware detection in C/C++ source codes},
author={Mustapha Khairan Ghliss and Yehya Nasser},
journal={ArXiv},
year={2024},
volume={},
url={}
}
