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Training Vision Transformers from Scratch for Malware Classification

License: MIT License

Jupyter Notebook 99.72% Python 0.28%

transformer malware-classification cnn

malwarevit's Introduction

👋 Hi! I'm Ricky

🔭 I’m currently working on

👿 Anomaly detection
🌱 LLM/AIGC
🍇Time Series/Graph Data Mining

🏆 Award-Winning Experience

AAIG-CUP 2021 & 3rd Apache Flink Geek Challenge (E-commerce RecSys Anti-Spam): 3rd / 4537
CIKM 2022 AnalytiCup Competition (Federated Hetero-Task Learning): 6th / 1746
2021 National Data Statistics and Analysis Competition for College Students: 1st

💼 Work Experience

🐧 Webank: Security / Anti-Fraud Strategy Analyst

🍻 Where to find me?

📝 Ricky's Blog
✉️ rickyxu.me [AT] gmail.com

malwarevit's People

Contributors

Stargazers

Watchers

Forkers

huddy1985 mycorp115 lrlpc aganippes chennqqi momo1986 gary827 wdpname rivonman

malwarevit's Issues

Test trained model with our own data?

Just read your article and follow the code along, but i'm curious on how to test the trained model with our own data. Do we still need to do the pre-processing step, converting extracted asm opcodes into image? If so, how do we do that with a .txt files?

Thanks.

方案三的生成代码怎么删除啦大佬

Hardware specifications used for training ?

Hello,

I could like to know the hardware specifications used to train the MalwareViT model? and how you deal with
"ResourceExhaustedError" (if you faced it) ?

Thanks

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