Implementing AI-Integrated Access Controls

Security    |    Beginner
  • 12 videos | 1h 1m 57s
  • Includes Assessment
  • Earns a Badge
Access controls serve as the fundamental layer of defense in cybersecurity by managing who can view or use resources in a computing environment. In this course, examine the essential role of access controls in protecting sensitive information, role-based access control (RBAC), how permissions are assigned based on user roles, and RBAC's benefits and challenges. Next, learn about AI-enhanced access controls, how they work, and how to implement them. Finally, explore how to select an AI-enhanced access control tool, set up AI models, and ensure privacy while maintaining security. After completing this course, you will be able to choose the right tools for your needs and ensure data privacy and protection.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Identify the fundamental role of access controls in cybersecurity and how they protect sensitive information and systems
    Recognize the principles of role-based access control (rbac) and how permissions are assigned
    Describe the importance of rbac in maintaining a secure and organized access control system, including its benefits
    Identify the challenges and limitations associated with traditional rbac, including managing access permissions in dynamic environments and the risk of role explosion
    Outline the concept of ai-enhanced access controls and how ai and machine learning technologies can address the challenges of traditional rbac through dynamic access control
  • Outline the technical aspects of ai-enhanced access controls, including how ai algorithms detect anomalies and enforce adaptive access policies
    Identify how to implement ai-enhanced access controls within an organization, integrate ai tools, configure ai models, and set up automated responses to detected risks
    Recognize criteria for selecting an ai-enhanced access control tool that fits organizational needs and the popular tools available on the market
    Describe how to set up ai models within the chosen tool for behavior analysis, including defining baselines, detection parameters, and risk scoring models
    Identify the importance of data privacy and protection, methods for ensuring privacy while maintaining security, and principles of data minimization and regulation compliance
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 13s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 6m 27s
    Upon completion of this video, you will be able to identify the fundamental role of access controls in cybersecurity and how they protect sensitive information and systems. FREE ACCESS
  • Locked
    3.  Role-Based Access Control (RBAC)
    3m 24s
    Through this video, you will be able to recognize the principles of role-based access control (RBAC) and how permissions are assigned. FREE ACCESS
  • Locked
    4.  The Importance of RBAC in Cybersecurity
    5m 38s
    After completing this video, you will be able to describe the importance of RBAC in maintaining a secure and organized access control system, including its benefits. FREE ACCESS
  • Locked
    5.  Challenges and Limitations of Traditional RBAC
    6m 9s
    In this video, we will identify the challenges and limitations associated with traditional RBAC, including managing access permissions in dynamic environments and the risk of role explosion. FREE ACCESS
  • Locked
    6.  AI-Enhanced Access Controls
    5m
    Upon completion of this video, you will be able to outline the concept of AI-enhanced access controls and how AI and machine learning technologies can address the challenges of traditional RBAC through dynamic access control. FREE ACCESS
  • Locked
    7.  How AI-Enhanced Access Controls Work
    6m 49s
    After completing this video, you will be able to outline the technical aspects of AI-enhanced access controls, including how AI algorithms detect anomalies and enforce adaptive access policies. FREE ACCESS
  • Locked
    8.  Implementing AI-Enhanced Access Controls
    7m 10s
    In this video, we will identify how to implement AI-enhanced access controls within an organization, integrate AI tools, configure AI models, and set up automated responses to detected risks. FREE ACCESS
  • Locked
    9.  Choosing the Right AI-Enhanced Access Control Tool
    3m 48s
    Through this video, you will be able to recognize criteria for selecting an AI-enhanced access control tool that fits organizational needs and the popular tools available on the market. FREE ACCESS
  • Locked
    10.  Configuring AI Models for Behavior Analysis
    6m 59s
    Upon completion of this video, you will be able to describe how to set up AI models within the chosen tool for behavior analysis, including defining baselines, detection parameters, and risk scoring models. FREE ACCESS
  • Locked
    11.  Ensuring Data Privacy and Protection
    7m 34s
    After completing this video, you will be able to identify the importance of data privacy and protection, methods for ensuring privacy while maintaining security, and principles of data minimization and regulation compliance. FREE ACCESS
  • Locked
    12.  Course Summary
    1m 48s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

YOU MIGHT ALSO LIKE

Course Certified in Cybersecurity (CC): Security Governance, Policies, & Controls
Rating 4.6 of 123 users Rating 4.6 of 123 users (123)
Course Role of AI-Powered Firewalls vs. Firewalls for AI Applications
Rating 4.8 of 5 users Rating 4.8 of 5 users (5)
Course CompTIA Security+: Data Protection Concepts & Strategies
Rating 5.0 of 1 users Rating 5.0 of 1 users (1)