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The Transformative Effect of Data Science and Machine Learning

The combination of big data and machine learning is making it possible for defenders with limited resources and expertise to detect and respond to unknown threats faster than ever before.

In an industry forever locked in an adversarial battle with increasingly sophisticated actors, Tim Vidas, Distinguished Senior Engineer, and Nash Borges PhD, Sr Director of Engineering and Data Science at Secureworks explain how the power of machine learning combined with human intelligence have become fundamental to defending the digital economy.

You will learn:

- What the threat looks like on a global scale, as observed through Secureworks' Incident Response engagements
- Data Science 101, including definitions of Data Science (DS), Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL)
- How our detectors work, including Domain Generation Algorithm (DGA) Detection
Recorded Jul 22 2019 59 mins
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Presented by
Tim Vidas - Senior Distinguished Engineer, Nash Borges PhD - Sr Director of Engineering and Data Science
Presentation preview: The Transformative Effect of Data Science and Machine Learning

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  • The Transformative Effect of Data Science and Machine Learning Sep 3 2019 1:00 pm UTC 58 mins
    Tim Vidas - Senior Distinguished Engineer, Nash Borges PhD - Sr Director of Engineering and Data Science
    The combination of big data and machine learning is making it possible for defenders with limited resources and expertise to detect and respond to unknown threats faster than ever before.

    In an industry forever locked in an adversarial battle with increasingly sophisticated actors, Tim Vidas, Distinguished Senior Engineer, and Nash Borges PhD, Sr Director of Engineering and Data Science at Secureworks explain how the power of machine learning combined with human intelligence have become fundamental to defending the digital economy.

    You will learn:

    - What the threat looks like on a global scale, as observed through Secureworks' Incident Response engagements
    - Data Science 101, including definitions of Data Science (DS), Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning (DL)
    - How our detectors work, including Domain Generation Algorithm (DGA) Detection
  • Introducing Red Cloak™ Threat Detection & Response Aug 29 2019 1:00 pm UTC 58 mins
    John H. Collins, CISSP - Director, Solution Engineering SaaS Security Applications
    For more than 20 years, you’ve known the world-leading threat intelligence and industry-recognised services from Secureworks. Now, it’s time you know Red Cloak Threat Detection and Response, and hear directly from our experts.

    Red Cloak Threat Detection and Response is a cloud-based security analytics application that transforms the way your security team detects, investigates and responds to threats across your endpoints, network and cloud. Built by a team of data scientists and engineers with experience solving big data cybersecurity challenges for intelligence agencies, Red Cloak TDR enables you to detect advanced threats, trust your alerts, streamline and collaborate on investigations and automate the right action.

    What You Will Learn:

    - What is Red Cloak TDR?
    - The benefits of TDR in advanced threat detection
    - How TDR helps to improve investigation to enable organisations to take the right action.
Tradecraft for the good guys
At Secureworks, we’ve helped you detect and respond to threats for 20 years. Now, Red Cloak™ Threat Detection and Response puts that power in your hands.

We’ve obsessively studied threat actor tactics since 1999 and know the hallmarks of even the stealthiest of attack techniques. So, when Red Cloak Threat Detection & Response analyses data from your environment, it applies our advanced analytics and threat intelligence to alert you to suspicious activity that needs attention.

From there, investigation is simple and collaborative to get you to a conclusion fast. And when an incident requires a response, you can automate actions to contain incidents with minimal effort and maximum speed. The icing on the cake? We don’t charge by data consumption so you are free to process the security-relevant data you need to keep your organisation safe.

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  • Title: The Transformative Effect of Data Science and Machine Learning
  • Live at: Jul 22 2019 1:00 pm
  • Presented by: Tim Vidas - Senior Distinguished Engineer, Nash Borges PhD - Sr Director of Engineering and Data Science
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