Beyond the Blacklists - Detecting Malicious URL Through Machine Learning

Beyond the Blacklists - Detecting Malicious URL Through Machine Learning

Black Hat via YouTube Direct link

HTTP detection modules

3 of 13

3 of 13

HTTP detection modules

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Beyond the Blacklists - Detecting Malicious URL Through Machine Learning

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  1. 1 Introduction
  2. 2 Overview
  3. 3 HTTP detection modules
  4. 4 Put URL Under Microscope
  5. 5 URL Parameter Features
  6. 6 Transforming parameters
  7. 7 ML Methods Comparison
  8. 8 A comparison of the clustering algorithms
  9. 9 Clustering Method
  10. 10 Cross-Family Cluster Merging
  11. 11 Example of Detection Result
  12. 12 The better security arch.
  13. 13 Black Hat Sound Bytes

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