Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

Cybersecurity with AI - Ashrith Barthur

620 views

Published on

Ashrith talks about whether it's time for the cyber security industry to start using AI to solve their challenges

- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata

Published in: Technology
  • Be the first to comment

  • Be the first to like this

Cybersecurity with AI - Ashrith Barthur

  1. 1. Ashrith Barthur, PhD Security Scientist Is it Time for Security to Use Artificial Intelligence ?
  2. 2. Overview ● Analysis vs. Analytics ● Complexity in Cybersecurity ● Biggest Problem of Cybersecurity ● Examples ● Analytics with ML ● Advanced Analytics
  3. 3. Analysis vs. Analytics vs. AI ● Analysis - Study and understand collected data ● Analytics - Data analysis with predictability. ● AI - Analytics with Intelligence
  4. 4. Complexity in Cybersecurity ● Complex Protocols ● Massive Amounts of Data ● Attack Asymmetry ● Distributed Attack Surface
  5. 5. Biggest Problem of CyberSecurity? Exposure of PII - Personal, Identifiable Information Affects: ● Banks and Financial Institutions ● Corporations ● Governments
  6. 6. Examples ● Office of Personnel Management ● Sony ● Home Depot ● Target
  7. 7. Analytics with ML ● Random Forest ● Gradient Boosting Machines ● Deep Learning ● Neural Networks
  8. 8. Advanced Analytics? Why? ● Multiple Sources of Data ● Dynamic contexts for Analysis ● Extremely low latency in prediction.
  9. 9. AI? Why? ● Multiple Vectors of Attacks ● Many 0-day vectors ● Wait time with analysis is a lot
  10. 10. What is H2O Doing? ● Leveraging H2O for data analysis and analytics ● Building Dynamic Contexts to Analyse data ● Providing Intelligence in sourcing, combining data.
  11. 11. Thank You Questions?

×