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Detection Of Ransomware Using Machine Learning Algorithm Based On PE Header Features

  • Unique Paper ID: 172510
  • Volume: 11
  • Issue: 9
  • PageNo: 37-41
  • Abstract:
  • This research is about the detection of the ransomware files using support vector machine (SVM) which uses pe header features as a dataset to classify the files as ransomware or a benign file.The model can classify a pe file based on static analysis also achieves a great accuracy. An additional feature combining regex-based extraction of ASCII and Unicode strings from the PE files with keyword-based matching to detect potential ransomware notes.
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  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 9
  • PageNo: 37-41

Detection Of Ransomware Using Machine Learning Algorithm Based On PE Header Features

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