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SnortML Training: Machine Learning based Exploit Detection

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Chapters:
00.10 The Zero Day problem
01:15 Vulnerability classes that SnortML is trained on
03:21 Common exploit examples
05:00 What is Machine Learning?
06:32 What are neural networks?
08:09 Recurrent neural networks
09:10 Long short term memory neurons
11:33 How we built SnortML
13:17 LibML
15:11 Model Development Lab
24:14 Conclusion
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