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Source code for my bachelor's thesis "Deep learning assisted vulnerability detection and classification in C/C++ source code"

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Malphas4/deeplearning-vulnerability-detection

 
 

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ba-nn-vdisc

h5 file naming key:

  • FuncDef: Experiments based on Function Definition (function level)
  • RawSource: Dataset with raw source code snippets extracted from C/C++ files
  • DumpTokens: Dataset including samples as represented by clang -dump-tokens
  • TokenAnon: Dataset with code snippets in tokenized and anonymized representation to prevent overfitting, e.g. strings and numbers mapped to static constants

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Source code for my bachelor's thesis "Deep learning assisted vulnerability detection and classification in C/C++ source code"

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  • Jupyter Notebook 99.0%
  • Python 1.0%