Sertifikasi & Pelatihan Keamanan AI

AI pertumbuhan CAGR pasar tim merah

Gaji rata-rata keamanan AI (AS)

Peningkatan serangan yang mendukung AI (2026)

Best for Offensive AI / Pentesting

EC-Council COASP ($500-900) — Certified Offensive AI Security Professional. Hands-on pentesting focus.

Also consider: SANS/GIAC AI certs for advanced red teaming ($800-1500+).

Best for Career Starters

CompTIA SecAI+ ($350+) — NEW for 2026. Foundation-level, industry-recognized entry point.

Also consider: Stanford AI Security ($545, 10-11 hours) for fundamentals.

Best Budget Option

CAISS ($80-130) — Certified AI Security Specialist. ISACA/ISC2 partnered. 16 CPE credits.

Also consider: Practical DevSecOps for hands-on pipeline security ($899+).

Best for Compliance / Governance

NCAISP — ISAC Foundation's AI Security Professional. Covers threat modeling, NIST, and ISO alignment.

Also consider: ISO/IEC 42001 lead auditor training for management systems.

Entry Level (0-2 years)

No prior AI security experience needed.

1. Stanford AI Security ($545, 10-11h) — Foundations
2. CompTIA SecAI+ ($350+) — Industry baseline, NEW 2026
3. CAISS ($80-130) — Budget-friendly starter

Estimated time: 2-4 months

Intermediate (2-5 years)

Some security or ML background expected.

1. NCAISP — Professional AI security, threat modeling
2. Practical DevSecOps ($899+) — Pipeline security focus
3. MSec-CAIS ($599) — Build, break, defend AI apps
4. QA Certified AI Security Engineer — Engineering-focused

Estimated time: 6-12 months

Advanced (5+ years)

Experienced security professionals specializing in AI.

1. EC-Council COASP ($500-900) — Offensive AI specialist
2. SANS/GIAC AI ($800-1500+) — Deep red team expertise
3. AICERTs AI+ Security L3 — Advanced adversarial ML

Estimated time: 12-18 months

SecAI+

CompTIA

Fokus: Securing AI systems, AI for cybersecurity operations

AI+ Security Level 3

AICERTs

Fokus: Advanced AI cybersecurity, adversarial ML, SOC operations

NCAISP

ISAC Foundation

Fokus: AI threat modeling, LLM vulnerabilities, prompt injection, adversarial attacks

SANS/GIAC AI Certifications

SANS Institute & GIAC

Fokus: Offensive AI, red team automation, AI-driven operations

COASP

EC-Council

Fokus: Certified Offensive AI Security Professional

Certified AI Security Engineer

QA Ltd

Fokus: AI security engineering

Practical DevSecOps AI Courses

Practical DevSecOps

Fokus: AI security in DevSecOps pipeline

AI Security Course

Stanford Online

Fokus: AI security fundamentals

MSec-CAIS

Modern Security

Fokus: Build, break, defend AI applications

CAISS

Amplus Cyber (ISACA/ISC2 partner)

Fokus: AI security specialist

Sumber Daya OWASP

• OWASP GenAI - Sumber daya utama
• OWASP LLM Top 10
• Keamanan Agen

MITRE & NIST

• MITRE ATLAS - Adversarial ML
• NIST AI RMF
• Manajemen Risiko NIST AI

Alat Sumber Terbuka

• Garak - Pemindai kerentanan LLM
• Rebuff - Deteksi injeksi cepat
• Promptfoo - Pengujian LLM

1. Pentester → AI Pentester

Penguji penetrasi tradisional menambahkan keamanan AI ke keahlian mereka.

Jalur: CEH/OSCP → Sertifikat keamanan AI → latihan

2. Insinyur ML → Keamanan AI

Insinyur pembelajaran mesin memperluas ke bidang keamanan.

Jalur: Pengalaman ML → dasar-dasar keamanan → AI sec

3. Analis Keamanan → Analis AI

Analis SOC menambahkan analisis ancaman khusus AI.

Jalur: Sertifikat keamanan → Dasar-dasar AI → AI sec

4. Pengembang → AI AppSec

Pengembang membangun aplikasi AI yang aman.

Jalur: AppSec → AI/ML → AI security

Pemula

1. Mulai dengan kursus Keamanan AI Stanford ($545)
2. Pelajari 10 Teratas OWASP LLM
3. Berlatih dengan Garak dan Promptfoo
4. Jelajahi MITRE ATLAS

Menengah

1. Ikuti kursus Praktis DevSecOps AI
2. Dapatkan pengalaman langsung dengan alat tim merah
3. Bangun proyek pengujian keamanan AI
4. Pertimbangkan CAISS ($80-130) untuk dasar-dasar

Lanjutan

1. Mengejar sertifikasi SANS/GIAC
2. Khusus dalam AI ofensif (COASP)
3. Bangun metodologi tim merah AI
4. Berkontribusi pada alat sumber terbuka