BUILD TOMORROW.
FOR A MORE
SECURE TOMORROW.
CompTIA SecAI+ (CY0-001)
CompTIA / CY0-001Build the skills for your next mission.
This comprehensive CompTIA SecAI+ (CY0-001) certification course provides an in-depth exploration of the critical intersection between cybersecurity and artificial intelligence.
Course objectives
Build practical skills across the key domains covered in CompTIA SecAI+ (CY0-001) (CY0-001).
AI Security FundamentalsSummarize the core concepts of artificial intelligence (AI) and machine learning (ML).
- Summarize the core concepts of artificial intelligence (AI) and machine learning (ML).
- Explain common AI/ML model types and their applications (e.g., supervised, unsupervised, reinforcement learning).
- Describe the AI/ML model development lifecycle, including data collection, training, validation, and deployment.
- Identify common security vulnerabilities and threats specific to AI/ML systems.
- Differentiate between data poisoning, model evasion, model inversion, and adversarial attacks.
- Explain the ethical considerations and biases in AI/ML systems and their security implications.
Securing AI SystemsImplement secure data handling practices for AI/ML datasets, including anonymization and access control.
- Implement secure data handling practices for AI/ML datasets, including anonymization and access control.
- Apply security best practices for AI/ML model training and validation environments.
- Evaluate and select appropriate cryptographic techniques for protecting AI/ML data and models.
- Secure AI/ML model deployment and inference environments.
- Implement monitoring and logging solutions for AI/ML system security.
- Identify and mitigate common vulnerabilities in AI/ML frameworks and libraries.
- Describe secure coding practices for AI/ML development.
AI for CybersecurityExplain the application of AI/ML in threat detection and anomaly detection systems.
- Explain the application of AI/ML in threat detection and anomaly detection systems.
- Describe how AI/ML can improve incident response and forensic analysis.
- Utilize AI/ML for vulnerability management and penetration testing.
- Evaluate AI/ML-powered security solutions (e.g., EDR, SIEM, SOAR).
- Discuss the use of natural language processing (NLP) in security operations.
- Identify the benefits and limitations of AI/ML in cybersecurity.
AI Security Operations and GovernanceImplement a risk management framework for AI/ML systems.
- Implement a risk management framework for AI/ML systems.
- Develop and enforce security policies and procedures for AI/ML development and deployment.
- Understand relevant regulatory and compliance requirements for AI security (e.g., GDPR, NIST AI RMF).
- Conduct security assessments and audits of AI/ML systems.
- Establish an incident response plan for AI-related security breaches.
- Explain the importance of continuous monitoring and improvement for AI security posture.
Find your DoD 8140 pathway
Explore how this training may align to DoD 8140 work roles and proficiency levels.
About this course
This comprehensive CompTIA SecAI+ (CY0-001) certification course provides an in-depth exploration of the critical intersection between cybersecurity and artificial intelligence. Participants will gain a foundational understanding of AI/ML concepts, their application within defensive and offensive cyber operations, and the inherent security risks and opportunities presented by these rapidly evolving technologies. The curriculum emphasizes practical skills for securing AI systems, leveraging AI for enhanced threat detection and response, and understanding the ethical and compliance implications of AI in a cybersecurity context. This course is designed to equip professionals with the advanced knowledge necessary to navigate the complex landscape of AI-driven cybersecurity.
Training alone does not establish DoD 8140 qualification. Confirm position-specific requirements with your organization.