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SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

SEC595Cyber Defense, Artificial Intelligence
SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
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The Next Generation of Data Security

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The Next Generation of Data Security (PDF, 4.67MB)Published: 06 Apr, 2026
Created by:
Dave Shackleford
Dave Shackleford

Thank You To Our Sponsor

SANS had the opportunity to review the Lightbeam platform, which brings identity and data security concepts together in a unified solution. In this white paper, SANS Analyst Dave Shackleford walks through the platform, covering its advanced data and identity security concepts and controls, and look sahead to what’s coming in complex hybrid environments to better identify and protect our data.

The Next Generation of Data Security

Related Webcast

As enterprises accelerate cloud adoption and SaaS usage, sensitive data sprawl has quietly become one of the most consequential security challenges facing organizations today.

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Webcast Abstract Image

Meet the Expert

Dave Shackleford
Dave Shackleford

Dave Shackleford

Senior Instructor

Dave Shackleford, founder of Voodoo Security, has advanced cybersecurity through his leadership roles, including serving as CTO for the Center for Internet Security, where he coordinated the first published virtualization security benchmarks.

Read more about Dave Shackleford

Additional Resources

Can Root Detection Be Trusted? A Study of Bypass Techniques on Mobile Platforms

WhitepaperOffensive Operations
  • 26 Mar 2026

When the Security Scanner Became the Weapon: TeamPCP Supply Chain TTP Report

WhitepaperCloud Security
  • 25 Mar 2026
  • Kenneth G. Hartman, Eric Johnson

Reducing Excessive Trust in the Web PKI Ecosystem

WhitepaperCybersecurity Leadership
  • 12 Mar 2026

2026 Cybersecurity Workforce Research Report by SANS | GIAC

WhitepaperCybersecurity Leadership
  • 11 Mar 2026
  • SANS Institute, GIAC Certifications

Rethinking Detection Engineering: A Practical, Threat-Informed Path Forward for Modern Security Teams

WhitepaperCybersecurity Leadership
  • 24 Feb 2026
  • Erik Van Buggenhout, Stamatis Chatzimangou

Inside the Five Most Dangerous New Attack Techniques

WhitepaperCloud Security, Digital Forensics and Incident Response, Cybersecurity Leadership, Artificial Intelligence, Industrial Control Systems Security
  • 8 Dec 2025
  • Heather Barnhart, Rob T. Lee, Joshua Wright, Tim Conway

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