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Ep144: 8 Trillion Observations a Week: How Arctic Wolf Uses AI to Stop Ransomware Attacks
Episode 144

Ep144: 8 Trillion Observations a Week: How Arctic Wolf Uses AI to Stop Ransomware Attacks

AWS for Software Companies Podcast · Nate Goyer

September 11, 202519m 27s

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Show Notes

Dean Teffer of Arctic Wolf reveals how they process 8 trillion weekly security observations to find "a needle in a stack of needles," and breaks down real-world GenAI lessons learned.

Topics Include:

  • Dean Teffer, VP of AI at Arctic Wolf, discusses company's GenAI journey
  • Arctic Wolf: decade-old security operations company serving mid-market customers globally
  • Operates massive security operation center, now launching AI-powered products
  • AI agent recently identified Black Basta ransomware attack, enabling rapid containment
  • Dean's 15+ years in cybersecurity: traditional ML focused on detection
  • GenAI breakthrough allows natural language interaction with security models
  • Arctic Wolf processes 8 trillion weekly observations, correlating suspicious activities
  • Challenge: finding specific threats in "stack of needles," not haystack
  • Success measured by making human analysts faster, more consistent, scalable
  • Evolved from treating GenAI like traditional ML to integrated workflows
  • Key misconception: GenAI isn't magic, needs proper data and reasoning
  • Advice: start with existing challenges, build flexible systems for adaptation
  • GenAI excels at summarizing information and supporting complex decisions
  • Future vision: AI handles routine threats, humans focus on creativity
  • Democratizing machine learning capabilities to broader range of subject experts


Participants:


Further Links:


See how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

Topics

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