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Offensive
AI Security Testing
Offensive testing for AI and ML systems, including model and pipeline security.
1–3 weeksHigh effort
What the service involves
Offensive testing of AI and ML systems: model security, training data and pipeline risks, and integration with applications and APIs.
Why it matters
AI systems introduce new attack surfaces. Testing helps ensure models and pipelines are secure before and after production use.
Risks if you don't
AI-specific vulnerabilities (e.g. model extraction, data poisoning) may go unnoticed; regulatory or customer requirements may be missed.
What you get
- AI security report
- Hardening recommendations
- Best practices
When it makes sense
- •Production AI/ML rollout
- •Regulatory or customer requirements
- •High-risk AI use cases