Understanding Hunting Powershell Obfuscation With Support Vector Classifiers

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Key Takeaways about Hunting Powershell Obfuscation With Support Vector Classifiers

  • These are the videos from Derbycon 7 (2017): http://www.irongeek.com/i.php?page=videos/derbycon7/mainlist.
  • SVM can only produce linear boundaries between classes by default, which not enough for most machine learning applications.
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  • Conference Home Page: www.psconf.eu Conference Videos:
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Detailed Analysis of Hunting Powershell Obfuscation With Support Vector Classifiers

Powershell obfuscation Conference Home Page: www.psconf.eu Conference Videos: Over the years as attackers have increasingly used

Bulding a Basic SVC model Link to DataSet and notebook https://github.com/Francis2381/

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