AI Security Foundations: An introduction for IT and cybersecurity professionals.

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About the course

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Introduce yourself to your audience. How did you become an expert in your field? What challenges did you face on your way to success? How did you overcome them? Why are you excited to share your knowledge? What is your biggest goal with regards to teaching?

Curriculum

8 Chapters · 40 Lessons

1. (Included in full purchase)
  What is the SecAI+ exam?
2. (Included in full purchase)
  What can certification do for you?
3. (Included in full purchase)
  Which study resources should you use?
4. (Included in full purchase)
  How to prepare for this workshop
1. (Included in full purchase)
  AI, Machine Learning, and Deep Learning
2. (Included in full purchase)
  Generative AI, Language Models, and Transformers
3. (Included in full purchase)
  How Models Learn
4. (Included in full purchase)
  Training, Fine-Tuning, Inference, and Retrieval
5. (Included in full purchase)
  How to Write a Useful Prompt
6. (Included in full purchase)
  How to Check an AI Answer
1. (Included in full purchase)
  Where Does the Data Go?
2. (Included in full purchase)
  Protecting Sensitive AI Data
3. (Included in full purchase)
  Security Before Deployment
4. (Included in full purchase)
  Security After Deployment
1. (Included in full purchase)
  Direct Prompt Injection and Safeguard Bypass
2. (Included in full purchase)
  Indirect Prompt Injection
3. (Included in full purchase)
  Data Leakage and Unsafe Actions
4. (Included in full purchase)
  Poisoning and Backdoors
5. (Included in full purchase)
  Evasion and Manipulated Inputs
6. (Included in full purchase)
  Model Inversion and Model Theft
1. (Included in full purchase)
  Map the AI System and Its Trust Boundaries
2. (Included in full purchase)
  Turn Threats Into Security Decisions
3. (Included in full purchase)
  Using OWASP and MITRE ATLAS
4. (Included in full purchase)
  Who Can Access What?
5. (Included in full purchase)
  What Guardrails Can and Cannot Do
6. (Included in full purchase)
  Giving Agents Safe Tool Access
7. (Included in full purchase)
  What Should You Monitor?
8. (Included in full purchase)
  Testing Controls and Changes
1. (Included in full purchase)
  AI-Assisted Alert Triage
2. (Included in full purchase)
  Logs, Summaries, and Incident Reports
3. (Included in full purchase)
  Scripting and Automation with Oversight
4. (Included in full purchase)
  AI-Assisted Phishing and Impersonation
5. (Included in full purchase)
  Reconnaissance and Attack Automation
6. (Included in full purchase)
  How Defenders Should Respond
1. (Included in full purchase)
  Who Owns the AI Risk?
2. (Included in full purchase)
  Responsible AI in Everyday Decisions
3. (Included in full purchase)
  Putting Governance Into Practice
4. (Included in full purchase)
  Is This AI System Ready to Deploy?
1. (Included in full purchase)
  Review the Complete Scenario
2. (Included in full purchase)
  What to Bring to the Workshop

What people are saying

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Finally, a handbook that makes photography feel simple! It covers everything from camera settings to post-processing in a way that actually makes sense.

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Amateur photographer

”

Text-only testimonials are quick to scan and can highlight the value of your product at a glance.

Jessica L.

Las Vegas, NV

”

Finally, a handbook that makes photography feel simple! It covers everything from camera settings to post-processing in a way that actually makes sense.

Anna W.

Amateur photographer

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