Comprehensive Curriculum

Gain in-depth knowledge and practical skills to secure AI systems effectively

Threat-Driven Security

Learn to secure AI systems by focusing on real attack vectors — ensuring every control is driven by risk, not features or vendor claims.

Certification

Get certified and advance your career in the rapidly growing field of AI governance

About the Course

The Certified AI Security Professional (CAISP) credential defines the global standard for protecting intelligent systems. Built for the next generation of security engineers, analysts, and auditors, CAISP unites the principles of cybersecurity with the emerging realities of AI risk, privacy, and trust. Learners master how to secure AI models, data pipelines, and deployment environments — defending against adversarial attacks, prompt injection, model theft, and data poisoning. Beyond defense, CAISP teaches the mindset of assurance: governance, ethics, and accountability in every model released. Graduates of CAISP don’t just understand AI security — they shape how the world trusts it. CAISP. Protect intelligence itself.

Curriculum

11 Chapters · 98 Lessons

    1. (Included in full purchase)

      Welcome to AICC × Linuxademy

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      Your Digital Textbook

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      Support & Contact

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      Stay in the Loop 📬

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      Help Us Grow 🧡

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      Intro to CAISP

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      Intro to Module1

    2. 1.1 - The AI Risk Landscape Free preview
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      1.1 - Quiz

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      1.2 - Building an AI Security Program

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      1.2 - Quiz

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      1.3 - AI Risk Registers & Control Catalogs

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      1.3 - Quiz

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      1.4 - Integrating AI Risk Into Enterprise GRC

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      1.4 - Quiz

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      1.5 - Metrics & Executive Reporting

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      1.5 - Quiz

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      End of Module 1 Quiz

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      Closing Module 1

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      Module 2 Intro

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      2.1 - Data Classification for AI Pipelines

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      2.1 - Quiz

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      2.2 - Secure Data Lifecycle

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      2.2 - Quiz

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      2.3 - Privacy Engineering & Differential Privacy

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      2.3 - Quiz

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      2.4 - Federated & Distributed Learning Security

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      2.4 - Quiz

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      2.5 - Regulatory Compliance in Data Use

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      2.5 - Quiz

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      End of Module 2 Quiz

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      Module 2 Closing

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      Module 3 Intro

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      3.1 - Threat Modeling AI Systems

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      3.1 - Quiz

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      3.2 - Secure Feature Engineering

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      3.2 - Quiz

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      3.3 - Model Hardening & Robustness

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      3.3 - Quiz

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      3.4 - Secure Development & Sandboxing

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      3.4 - Quiz

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      3.5 - Reproducibility & Provenance

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      3.5 - Quiz

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      3.6 - Secure AI System Architecture

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      3.6 - Quiz

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      End of Module 3 Quiz

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      Closing Module 3

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      Intro Module 4

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      4.1 - AI Supply Chain Threats

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      4.1 - Quiz

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      4.2 - Secure CI/CD for Models

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      4.2 - Quiz

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      4.3 - Model Registry & Feature Store Security

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      4.3 - Quiz

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      4.4 - Secrets & Credential Management

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      4.4 - Quiz

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      4.5 - Runtime Isolation & Policy Enforcement

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      4.5 - Quiz

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      4.6 - Adversarial Attacks & Defenses

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      4.6 - Quiz

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      4.7 - AI Red Teaming & Evaluation Framework

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      4.7 - Quiz

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      End of Module 4 Quiz

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      Closing Module 4

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      Intro Module 5

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      5.1 - Global Regulatory Overview

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      5.1 - Quiz

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      5.2 - Implementing the NIST AI Risk Management Framework (AI RMF)

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      5.2 - Quiz

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      5.3 - ISO/IEC 42001 & 23894 Implementation

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      5.3 - Quiz

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      5.4 - AI System of Record & Vendor Risk

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      5.4 - Quiz

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      5.5 - Audit Evidence & Assurance Reporting

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      5.5 - Quiz

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      5.6 - Model Assurance Reporting

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      5.6 - Quiz

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      5.7 - Responsible AI Frameworks & Ethics

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      5.7 - Quiz

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      5.8 - Algorithmic Impact Assessments (AIA)

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      5.9 - Quiz

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      5.9 - Executive & Board Reporting

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      5.8 - Quiz

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      End of Module 5 Quiz

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      Closing Module 5

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      Course Closing

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      Course Evaluation

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      AI Threat Identification Scenario

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      AI Risk Register Scenario

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      Data Poisoning Scenario

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      Prompt Injection Incident Scenario

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      Model Drift Detection Scenario

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      Security Control Mapping Scenario

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      AI Incident Response Drill Scenario

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      Final Exam

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      Thank You & What’s Next

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      Help Us Make Learning Better

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      Help Us Grow 🧡

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