Use Case: Cybersecurity Force Multiplier

Challenge: A Skills Shortage

  • Cybersecurity technologies can track millions of individual events such as computer logins, antivirus software activity, website visits, emails, interaction with sensitive data, etc.
  • A cybersecurity skills shortage means analysts need to efficiently direct their attention to what matters most.

Solution: Deep Learning and Active Learning

  • Use deep learning to automatically assess security data and classify by confidence level.
  • Use active learning to suggest human labeling that will maximize the deep learning model.

Impact: Efficiency, Effective Security

  • Improving automated detection helps analysts stay on top of security threats.
  • Analyst attention is more focused on the most helpful human tasks.
  • Cybersecurity clients stay safer.

Infinia ML can help you find patterns in your data and detect threats.
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