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How can AI/ML help with Zero Trust implementation and information security operations in general?

  • 1.  How can AI/ML help with Zero Trust implementation and information security operations in general?

    Posted Jan 16, 2024 03:18:00 PM

    We're looking for inputs and ideas to expand on this Initial/indicative list of topics/application areas. Help identifying service providers with offerings in these areas would also be appreciated. Please reply to this thread to add ideas and info.

    1. Asset discovery and network flow analysis
    2. Processing logs for threat analysis and incident detection
    3. Leveraging AI for incident response
      1. Forensic analysis
      2. Mitigation responses
    4. Dynamic microsegmentation - monitor and analyze network traffic to recommend adjustments to segmentation designs to optimize security and performance
    5. User behavioral analytics - monitor and analyze patterns of user behavior to detect anomalies that may indicate a security threat
    6. AI analytics for integrated, context-based access management (multi-pillar signals) and access control - 
      1. AI can help integrate diverse organizational systems and security services, facilitating interoperability and synthesizing data from different tools effectively for better threat assessment and response
    1. ???



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    Erik Johnson CCSK, CCSP, CISSP, PMP
    Senior Research Analyst
    Cloud Security Alliance
    [email protected]
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