Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Training
AIPSA-aligned training challenges for practitioners securing AI-enabled products, agents, RAG systems, workflows, and governance evidence. Practice fast, measure domain strength, and prepare for verifiable credentials.
Research backed
Grounded in practice and field data
Hands-on focus
Measures real capability, not trivia
Verified signal
Results you can use with confidence
Training at a glance
Sample telemetry
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Challenges completed
0%
Pass rate
0%
Average score
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Most attempted domain
14
Technical domains
513
Unique scenarios
Choose your training experience
Fast · Flexible · Practice
Adaptive, timed challenge sessions for practice, calibration, and domain benchmarking. Choose one domain, stack several, or run a full sweep.
~30–45 minutes · Instant results
Secure · Proctored · Credentialed
A comprehensive AIPSA assessment challenge, with verified results suitable for credentialing and professional sharing.
~90–120 minutes · Verified results
AIPSA study cards
AIPSA Study Flash Cards turn the certification curriculum into concepts, scenarios, and controls across Map, Attack, Defend, and Evidence pillars at four knowledge levels.
Training domains
The training system spans the AIPSA-aligned problem spaces that matter in product security, governance, and field work. Public training groups roll up into the full 14-domain AIPSA model used by the scorecard and certification path.
Control Plane Security
Live usage signals will appear here as candidates take the challenge.
Model Security
Live usage signals will appear here as candidates take the challenge.
AI Systems Security
Live usage signals will appear here as candidates take the challenge.
Data & Privacy
Live usage signals will appear here as candidates take the challenge.
Governance & Assurance
Live usage signals will appear here as candidates take the challenge.
Adversarial Resilience
Live usage signals will appear here as candidates take the challenge.
What to expect
Scenario based
Real-world scenarios, not multiple choice trivia
Adaptive difficulty
Questions adjust to your skill level
Detailed results
Domain breakdowns and actionable insights
Use with confidence
Results built for practitioners and leaders
Not sure where to start?
Start with a Speed Run to calibrate your domain strengths. When you are ready for a verified assessment record, take the full AIPSA Assessment Challenge.
Results that matter
Personal growth
Focus your learning where it matters most
Team benchmarking
Understand capability across your organization
Hiring signal
Use verified results in hiring and staffing
Claim readiness
Evidence for trust, governance, and assurance
Connected to AIPSA
Training is the practitioner capability layer of the broader AIPSA system. Use it to benchmark, practice, certify, and package evidence.
AIPSA Study Flash Cards
201 cards across 14 domains—review before speed runs and certification challenges.
Open
AI Security Scorecard
Benchmark the program before or after a workshop.
Open
Field Guide
Use practitioner playbooks for review questions, checks, evidence, and artifacts.
Open
AIPSA Labs
Turn findings into practice scenarios and retest paths.
Open
Evidence Packs
Package outputs into governance-ready artifacts.
Open
Look up your results
Already completed a challenge? Use your training token to retrieve private results or verify credential status.
Disclosure
Challenges are continually updated based on research and real-world practice. Content, scoring, and domains may evolve. Results reflect capability at the time of the challenge.
Built by practitioners. Backed by research.
aisecurity.llc training challenges are grounded in real-world AI security engineering, the AI Security Research Program, and the AIPSA domain model.
