About Speaker
Satnam SinghPh.D. Chief Data Scientist
Dr. Satnam Singh is leading security data science development at Acalvio Technologies. He has more than a decade of work experience in successfully building data products from concept to production in multiple domai...
This webinar is the continuation of Part 1 (https://www.techgig.com/webinar/Demystifying-Security-Data-Science-Part-1-1165) on security data science.
In this webinar, we first refresh on why information security is a difficult problem? Discuss the key motivations behind attacks, tools used by the attackers and how to break into the enterprise network and evade security tools. We quickly recap on different data sources that can be leveraged for detecting the attackers presence in the enterprise network. Next, we discuss some of information security problems can be formatted as supervised machine learning problem.
We shall discuss a specific problem and get hands-on experience in solving it using supervised machine learning. Along, with the technical talk, I will be also answering questions related to career prospects in security data science.
Key questions:
In this webinar, we first refresh on why information security is a difficult problem? Discuss the key motivations behind attacks, tools used by the attackers and how to break into the enterprise network and evade security tools. We quickly recap on different data sources that can be leveraged for detecting the attackers presence in the enterprise network. Next, we discuss some of information security problems can be formatted as supervised machine learning problem.
We shall discuss a specific problem and get hands-on experience in solving it using supervised machine learning. Along, with the technical talk, I will be also answering questions related to career prospects in security data science.
Key questions:
- Why are we getting more cyber attacks now?
- How can be leverage machine learning to detect threats?
- How to switch career to information security data science?
- How to get access to security data sources?
- What books and papers to read about security data science?
- Which MOOCs to attend to learn more about security data science?
Key points of discussion
- Why are we getting more cyber attacks now?
- How can be leverage machine learning to detect threats?
- How to switch career to information security data science?
- How to get access to security data sources?
- What books and papers to read about security data science?
- Which MOOCs to attend to learn more about security data science?