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Releases: bliutech/nlp-pdf-malware-detection

v1.0.0

03 Dec 08:37
@bliutech bliutech
v1.0.0
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bliutech Benson Liu
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Initial release of "NLP-based Malware Detection of PDFs" in timeline with the completion of ECE 188: Computer Security. Below are attached files regarding the model weights, training data, and validation data in support of the initial release for those interested to run the relevant scripts in this repository.

Release Files:

  • testing.csv: generated testing data from CIC-Evasive-PDFMal2022 and preprocessed by csv_generator.py
  • training.csv: generated training data from CIC-Evasive-PDFMal2022 and preprocessed by csv_generator.py
  • model_weights.pth: copy of the model weights produced by the initial training on this given dataset
Assets 5