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AI Security

Your model will be jailbroken. Better by us than by them.

A system prompt telling the model to behave is not a control. We test LLM and agent systems for prompt injection, system-prompt leakage, poisoning and tool calls the agent should refuse, including RAG pipelines that ingest content you do not control.

ikzero ~ ai-security
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what we assess:
Chatbots & AI Assistants
Can The Model Be Tricked?
The Data It Learns From
AI Agents That Take Actions
Capabilities

What We Assess

01

The Chatbot Itself

  • Prompt injection and jailbreak attacks
  • System prompt extraction and leakage
  • Harmful output generation and safety filter bypass
  • Guardrail evasion and content policy circumvention
02

How the Model Holds Up

  • Adversarial input attacks targeting model accuracy
  • Training data poisoning
  • Model extraction through systematic querying
  • Membership inference attacks
03

Everything Around the Model

  • Training data provenance and access control review
  • Third-party model and dependency supply chain audit
  • API key and credential storage assessment
  • Endpoint security and inference API hardening
04

Agents and Systems That Read Your Documents

  • Tool-use abuse and unauthorised action execution
  • Indirect prompt injection via RAG-ingested documents
  • Least-privilege enforcement for agent tool access
  • Comprehensive audit logging of agent actions and decisions
Methodology

How We Engage

01

Map

We map your model, where its data comes from, and how someone could abuse it.

02

Probe

We attack it: trick prompts, poisoned data, and attempts to copy the model.

03

Harden

We add the guards, the checks on what goes in and out, and the pipeline fixes.

04

Report

A plain report of what broke, how bad each one is, and what to fix first.

How We Use AI

We use AI to run thousands of attack prompts and odd edge cases at once, far more than a person could type. Every break it finds is then repeated by hand, so the report only contains problems we can reproduce.

Human-led, AI-accelerated: every finding is validated by a certified expert.
FAQ

Frequently Asked Questions

Do you test LLM applications and agents?

Yes: chatbots, copilots, systems that answer from your own documents, and agents that can take actions on their own. We try to talk them into leaking data, ignoring their rules, or using their tools for something they should refuse.

Can you assess models we didn't build?

Yes. We test models you bought or trained on top of, everything built around them, and the way your app uses them.

What do we get at the end?

A report showing what we got the system to do, how serious each one is, and what to change so it cannot happen again.

Get Started

Ready to secure your business?

Request a complimentary security consultation. Our team will assess your current posture and provide actionable recommendations, with no obligation.

Talk to an Expert
AI Security Assessment - IKZERO