Hybrid LLM Security
AI models are your #1 new attack surface. We test every model before your adversaries do — OWASP Top 10 for LLMs, prompt injection, agent red-teaming.
Why LLM Security Can't Wait
Every AI model you deploy is a new entry point. Most LLM vulnerabilities are non-deterministic — standard scanners will never find them.
Prompt Injection
Hidden instructions override model behavior. An attacker can make your AI leak data, bypass safeguards, or perform unauthorized actions.
Data & Model Theft
Training data, system prompts, and model weights are high-value targets. One misconfiguration can expose your IP and your customers' data simultaneously.
Output Manipulation
AI-generated content used in downstream systems can be weaponized to spread misinformation, execute code, or silently compromise your CI/CD pipeline.
Plugin & Agent Attacks
AI agent chains create multi-hop attack surfaces. One compromised plugin can cascade into full system takeover across your entire pipeline.
Choose Your Coverage Tier
All tiers include 15 dedicated hours/month. Scale up as your LLM footprint grows.
15 dedicated hours · Black-box
Prompt Injection Testing
Direct + indirect injection vectors
Output Manipulation
Response tampering & jailbreak attempts
Adversarial Input Testing
Boundary & edge-case probing
External LLM Assessment
No source/training access needed
15 dedicated hours · Gray-box
Everything in Foundation
Plus hybrid depth
Gray-box Methodology
Limited internal access for deeper findings
API Security Analysis
Model endpoint attack surface
Plugin Security Review
Agent plugin chain analysis
Full OWASP LLM Top 10
All 10 vulnerability classes covered
15 dedicated hours · White-box
Everything in Best ROI
Plus white-box depth
White-box LLM Testing
Full model internals access
Training Data Poisoning Analysis
Dataset integrity & contamination detection
Model Theft Prevention
IP protection strategy
Supply Chain Security
LLM dependency vetting
Pricing scoped to your requirements
Assessment Depth by Tier
Exactly what's included in each level — no ambiguity, no surprises.
Black-box
Foundation tier
- Prompt injection attacks
- Output manipulation testing
- Adversarial input testing
- Jailbreak & bypass attempts
- External OWASP LLM checks
Gray-box
Best ROI tier
- All black-box testing
- API security analysis
- Plugin security review
- Agent chain attack simulation
- Full OWASP LLM Top 10
White-box
Premium tier
- All gray-box testing
- Training data poisoning analysis
- Model theft prevention
- Supply chain security
- Full model internals audit
Frameworks & Standards We Follow
All 10 LLM vulnerability classes: prompt injection, insecure output handling, training data poisoning, model DoS, and more.
Adversarial ML threat matrix — findings mapped to real-world attack techniques documented against AI/ML systems.
AI Risk Management Framework applied to every engagement for enterprise-grade reporting and compliance alignment.
Common Questions
Do I need to give you access to the model internals?
No — Foundation requires zero access beyond the model endpoint. Best ROI adds API documentation. White-box (Premium) requires model-level access for maximum depth. We always sign NDA before any access.
We use a third-party LLM (GPT, Claude, Gemini) — is that testable?
Yes. We test how your application integrates and instructs the model — system prompts, RAG pipelines, tool calls, data exposure — regardless of which underlying LLM you use.
How long does LLM security testing take?
Each engagement is scoped to 15 hours/month and delivered within 1 working month. Results include a full findings report with exact remediation steps per vulnerability.
Ready to test your AI?
Our team responds within 24 hours. NDA signed before any system access. No commitment until you sign.
Order LLM SecurityNo card required · Response in 24h · NDA before access