AI Systems Security and Governance

AI systems have unique vulnerabilities: prompt injections (similar to SQL injections), training data extraction, inference of confidential attributes, model poisoning and bypassing of guardrails. Unlike traditional apps, LLMs can be exploited in non-obvious and hard-to-predict ways.

Yes, Bill 25 directly applies to AI systems in Quebec. It requires decision traceability, consent for processing personal data, and documentation of decision algorithms. We help you reach full compliance for your AI implementations.

We use several techniques: advanced prompt injections, robustness testing, secret pattern extraction, bias and discrimination testing, and validation of security guardrails. Our tests mimic realistic attacks a malicious actor could attempt.

Absolutely. We can audit your implementations and integrations of proprietary LLMs, test your prompt chains, validate security mechanisms and Bill 25 compliance. We don't need access to the model itself.

We provide express audits in 24h for quick validations and full audits in 2-3 weeks depending on complexity. Bill 25 validations are typically completed within a week.