Enterprise Security: Using AI for Intrusion Detection & Prevention

Generative AI    |    Intermediate
  • 15 videos | 2h 1m 55s
  • Includes Assessment
  • Earns a Badge
Rating 3.5 of 2 users Rating 3.5 of 2 users (2)
Instruction detection systems (IDSs) can help organizations monitor networks or systems for malicious activity or policy violations and alert them when such activity is discovered. In this course, you will explore the key roles artificial intelligence (AI) plays in cybersecurity, including prediction, detection, and response. Then you will discover key differences between intrusion detection systems, vulnerability management systems, behavioral analytics, and security auditing systems. Next, you will investigate intrusion detection system types like network intrusion, network node, host intrusion, protocol-based, and application protocol-based intrusion detection systems. Examine intrusion detection system methods, such as signature-based intrusion, anomaly-based, and hybrid intrusion detection, and take a look at AI-based intrusion detection benefits and challenges. Finally, focus on how AI can detect and prevent security threats, and dig into possible future trends related to security threats.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe the three key roles ai plays in cybersecurity: prediction, detection, and response
    Differentiate between intrusion detection systems, vulnerability management systems, behavioral analytics, and security auditing systems
    Provide an overview of idss
    Differentiate between intrusion detection systems, including network intrusion, network node, host intrusion, protocol-based, and application protocol-based intrusion detection systems
    Describe intrusion detection system methods, including signature-based intrusion, anomaly-based, and hybrid intrusion detection
    List the benefits of ai-based intrusion detection
    Identify challenges of ai-based intrusion detection
  • Use an ai model to identify a potential intrusion attempt
    Describe how ai can detect and prevent security threats
    Provide an overview of how ai can detect and prevent threats and data breaches
    Use ai to identify malicious files
    Outline concerns and possible future trends as they relate to security threats
    Describe how to leverage ai in security testing and provide examples of popular testing use cases
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 18s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 11m 45s
    After completing this video, you will be able to describe the three key roles AI plays in cybersecurity: prediction, detection, and response. FREE ACCESS
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    3.  AI-based Security Testing Services
    10m 48s
    Upon completion of this video, you will be able to differentiate between intrusion detection systems, vulnerability management systems, behavioral analytics, and security auditing systems. FREE ACCESS
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    4.  Intrusion Detection Systems (IDSs)
    11m 4s
    After completing this video, you will be able to provide an overview of IDSs. FREE ACCESS
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    5.  Types of Intrusion Detection Systems
    8m 5s
    Upon completion of this video, you will be able to differentiate between intrusion detection systems, including network intrusion, network node, host intrusion, protocol-based, and application protocol-based intrusion detection systems. FREE ACCESS
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    6.  Intrusion Detection System Methods
    9m 54s
    After completing this video, you will be able to describe intrusion detection system methods, including signature-based intrusion, anomaly-based, and hybrid intrusion detection. FREE ACCESS
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    7.  Benefits of AI-based Intrusion Detection
    11m 11s
    Upon completion of this video, you will be able to list the benefits of AI-based intrusion detection. FREE ACCESS
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    8.  Challenges of AI-based Intrusion Detection
    11m 19s
    After completing this video, you will be able to identify challenges of AI-based intrusion detection. FREE ACCESS
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    9.  Identifying Intrusion Attempts
    5m 9s
    Learn how to use an AI model to identify a potential intrusion attempt. FREE ACCESS
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    10.  Security Threat Prevention
    8m 27s
    Upon completion of this video, you will be able to describe how AI can detect and prevent security threats. FREE ACCESS
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    11.  Data Breaches
    9m 40s
    After completing this video, you will be able to provide an overview of how AI can detect and prevent threats and data breaches. FREE ACCESS
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    12.  Preventing Security Breaches
    5m 31s
    During this video, discover how to use AI to identify malicious files. FREE ACCESS
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    13.  Future Trends Related to Security Threats
    7m 42s
    Upon completion of this video, you will be able to outline concerns and possible future trends as they relate to security threats. FREE ACCESS
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    14.  AI and Security Testing
    9m 21s
    After completing this video, you will be able to describe how to leverage AI in security testing and provide examples of popular testing use cases. FREE ACCESS
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    15.  Course Summary
    43s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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