P2Ep22: 2005-2010 - Logistic Regression and Feature Engineering
From this video you will learn:
how #logisticregression was used to classify file as malicious or benign
why primitive features doesn't work well (or at all) for logistic regression
what type of features worked well for malware detection
To learn more about Machine Learning and Logistic Regression, check out Stanford CS229:
• Locally Weighted & Logistic Regressio...
00:00 Introduction
00:32 Feature Types
03:50 Feature Extraction from Packed or Unpack files
07:25 Logistic Regression
09:36 Ultimate Heuristic with Weighted Features
11:55 Primitive Features
13:55 Complex Features
16:45 Non-linear Logistic Regression
19:00 Conclusion
#ml #ai #machinelearning #feature #engineering #malware #antimalware
#cyber #cybersecurity #cyberllama #cyberllamatalks
#infosec #informationsecurity #learning #training
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