Tailored adversarial testing for custom, fine-tuned language models in high-stakes industries.
Services
Domain-Specific LLM Security Red Teaming
Tailored adversarial security testing for your custom, fine-tuned language models. We uncover domain-specific jailbreaks, compliance violations, and specialized prompt injection techniques that generic tools miss.
ADVERSARIAL DEFENSE
Domain-Specific LLM Security Red Teaming
Your fine-tuned LLM for healthcare, finance, or legal services introduces novel attack surfaces. Generic security tools miss domain-specific jailbreaks, compliance violations, and specialized prompt injection techniques that could leak PHI, manipulate financial advice, or produce legally negligent outputs.
We simulate real-world adversaries to find vulnerabilities before they cause regulatory fines, reputational damage, or operational disruption.
- Industry-Specific Attack Simulation: We craft adversarial prompts using proprietary domain knowledge (e.g., obscure medical codes, financial regulations) to test for data leakage and harmful content generation.
- Compliance Violation Testing: Proactively test for breaches of HIPAA, GDPR, FINRA, or other frameworks through manipulated model outputs.
- Defense Validation: Receive actionable hardening guidance and benchmark against the MITRE ATLAS framework.
Move beyond generic scans. Secure the unique risks in your custom AI. Explore our broader AI Red Teaming and Adversarial Defense pillar or learn about protecting autonomous systems with AI Agent Goal Hijacking Defense.