HITBLab: Automated Intelligence Analysis

TBA

$400.00

Duration

1 days

Delivery Method

virtual

Level

intermediate

Seats Available

20

Duration

1 days

Delivery Method

virtual

Level

intermediate

DELIVERY: VIRTUAL LIVE STREAM 

DATE: 12 June 2021

TIME: 12:00 to 16:00 CEST/GMT+2

 


 

The aim of this lab is to apply interpretable machine learning to threat intelligence. We will show how to decide whether ML is an adequate solution for every stage of the threat-intel workflow and, if so, develop an intuition as to which algorithms within ML help us most.

Why You Should Take This Course

This workshop will allow you to scale your analysis and improve the quality of the intelligence you produce. We will cover the most practical algorithms of machine learning and see how to apply them to threat-intelligence problems to automate and scale your analysis capabilities.

Who Should Attend

Anyone with a threat-intelligence background and little to no exposure to machine learning methods and conversely, anyone with a data-science or machine learning background but no extensive knowledge of malware and threat-intelligence. This training will aim at the intersection of both, attempting to convey practical insights to user modern machine learning technique to supercharge your intel analysis workflows.  

Key Learning Objectives

  • Understand how to use machine learning to automate your threat-intelligence workflow.

  • Develop a basic knowledge of the spectrum of machine learning techniques applicable to threat-intelligence.
  • Prerequisite Knowledge

    Exposure to some ML frameworks such as SciKit, TensorFlow may come handy, but won’t be required. Some familiarity of reverse engineering tools, disassemblers, debuggers would be helpful but not necessary either.

    Hardware / Software Requirements

    No special requirements.         Training Partner

    Your Instructor

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