Packt

Advanced AI Security, Automation, Governance, and Compliance

Packt

Advanced AI Security, Automation, Governance, and Compliance

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify and mitigate AI-driven attack vectors including deepfakes, impersonation, and adversarial networks.

  • Implement AI security automation, CI/CD protections, and automated testing for resilient AI systems.

  • Apply AI governance frameworks, responsible AI principles, and role-based security practices.

  • Manage AI risk, ensure compliance with NIST, OECD, EU AI Act, and implement data governance strategies.

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Recently updated!

July 2026

Assessments

10 assignments

Taught in English

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This course is part of the CompTIA SecAI+ (CY0-001) Certification Exam Prep Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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  • Gain a foundational understanding of a subject or tool
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  • Earn a shareable career certificate

There are 8 modules in this course

In this module, we will explore advanced AI-driven attack vectors and their implications for security. Learners will examine deepfakes, impersonation attacks, and misinformation campaigns. Additionally, AI applications in automated attack generation, obfuscation, and DDoS attacks will be covered with strategies for mitigation.

What's included

13 videos2 readings1 assignment

In this module, we will discuss AI-enabled automation for security operations. Learners will explore low-code/no-code tools, AI-assisted scripting, and automated document management. We will also cover AI in incident response, change management, and AI agents for streamlined security operations.

What's included

6 videos1 assignment

In this module, we will examine AI-powered security automation within CI/CD pipelines. Learners will explore code scanning, unit and regression testing, and software composition analysis. Automated deployment, rollback, and model testing strategies will also be covered to maintain secure AI systems.

What's included

7 videos1 assignment

In this module, we will introduce learners to organizational AI governance. We will explore the concept of AI Centers of Excellence and the development of policies and procedures. Learners will understand how governance ensures security, compliance, and ethical AI practices.

What's included

3 videos1 assignment

In this module, we will examine the essential roles involved in AI security. Learners will explore responsibilities of data scientists, AI architects, ML engineers, platform engineers, MLOps engineers, auditors, and risk analysts. We will also discuss how these roles collectively maintain secure and compliant AI environments.

What's included

10 videos1 assignment

In this module, we will explore responsible AI principles that support security and ethics. Learners will cover fairness, reliability, safety, transparency, privacy, and explainability. We will also examine inclusiveness, accountability, consistency, and awareness training for responsible AI security practices.

What's included

10 videos1 assignment

In this module, we will cover AI risk management and mitigation strategies. Learners will explore bias, data leakage, model performance, and intellectual property risks. Autonomous systems, shadow AI, and organizational reputational risks will also be examined to enhance AI security practices.

What's included

7 videos1 assignment

In this module, we will introduce learners to AI compliance frameworks and regulatory standards. We will cover OECD standards, NIST frameworks, the EU AI Act, ISO standards, and corporate policies. Additionally, sensitive data governance, third-party evaluations, and data sovereignty considerations will be discussed.

What's included

8 videos1 reading3 assignments

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Instructor

Packt - Course Instructors
Packt
2,023 Courses611,541 learners

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