AI & Machine Learning Security
Emerging certifications focused on securing AI systems, defending against AI-driven threats, and implementing AI governance. Ideal for security professionals adapting to AI-centric threats and opportunities.
AI & Machine Learning Security at a glance
This category covers 4 cybersecurity certifications, with top reported salaries reaching $220,000. Each certification below maps to a specific role and skill profile — pick the one whose target audience and career paths match where you are or where you want to be.
The certifications
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CompTIA SecAI+ CompTIA · Intermediate
- Cost$392 exam fee
- Study time4-8 weeks study time
- Salary$140,000 - $170,000
- DemandVery High - emerging specialization
- Validity3 years
Security professionals, AI security specialists
Career paths: AI Security Specialist · Security Architect · Threat Analyst
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AAISM (ISACA Advanced in AI Security Management) ISACA · Advanced
- Cost$749 exam fee
- Study time6-12 months study time
- Salary$180,000 - $220,000
- DemandHigh - management level
- Validity3 years
Security managers, AI governance leaders
Career paths: AI Security Manager · CISO · Risk Manager
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CAISP (Certified AI Security Professional) Practical DevSecOps · Intermediate
- Cost$399 exam fee
- Study time4-6 weeks study time
- Salary$130,000 - $160,000
- DemandHigh - DevSecOps focus
- Validity3 years
Security professionals, DevSecOps engineers
Career paths: AI Security Engineer · DevSecOps Engineer · Security Architect
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GMLE (GIAC Machine Learning Engineer) GIAC · Advanced
- Cost$2,995 course + $499 exam
- Study time5-7 days intensive + 2-3 weeks prep
- Salary$160,000 - $200,000
- DemandVery High - specialized role
- Validity4 years
ML engineers, security architects, data scientists
Career paths: ML Security Engineer · Security Architect · Research Engineer
How to choose
Start with the cert whose target audience matches your current role and the level matches your experience. Among those, the practical filter is usually cost and study time — pick what you can realistically commit to over the next 6 months. The career paths section tells you which roles each cert opens up; the salary range is a rough industry signal but varies heavily by region and employer.