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Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers

License: MIT License

Python 100.00%
dataset sandbox cuckoo-sandbox malware machine-learning malware-families malware-dataset adware study classification

malware_api_class's Introduction

F. Ozgur Catak

My complete curriculum vitae is available at this link. For more information about my research, you can also visit my ResearchGate and Google scholar profiles.

5G/6G Cyber Security

So far, we have developed security methods for AI-based

  • Beamforming
  • MIMO systems
  • Spectrum sensing
  • Channel estimation
  • Intelligent-reflective surfaces

Details: https://www.ozgurcatak.net/5g-6g-security-privacy/

My networks

Twitter URL LinkedIn URL Medium URL

I am interested in Data Privacy and Cyber Security for machine learning and deep learning, covering the theoretical, applicative, and computational aspects. My primary research interests lie broadly in deep learning.

  • Cyber Security
  • Malware Analysis
  • Artificial Intelligence
  • Machine/Deep Learning Methods for Cyber-Security,
  • Distributed machine learning
  • Homomorphic encryption based Privacy-preserving machine learning.

▶️ My personal website: https://www.ozgurcatak.net/

▶️ Google Scholar: https://scholar.google.com/citations?user=qPzUoDYAAAAJ&hl=en

▶️ ResearchGate: https://www.researchgate.net/profile/Ferhat_Ozgur_Catak

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malware_api_class's Issues

Request for hash->malware_type dataset

Hi,
Thanks for the in-depth paper and the code that you have provided. I was trying to train my own classifier based on your dataset and I was wondering if you have the md5_hash->malware_type label dataset.I've searched thorugh the repo and haven't found it or maybe I've missed it. I was hoping to run the hashes through VirusTotal and see if adding other features from VirusTotal would be useful or affect its classification power. Thanks in advance!

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