GroveAI
Security

AI Security & Red Teaming

Find the vulnerabilities in your AI systems before attackers do. Prompt injection, data leakage, adversarial attacks — we test for all of it.

AI systems introduce a new attack surface that traditional security testing does not cover. Prompt injection can bypass safety guardrails. Carefully crafted inputs can extract training data or system prompts. Jailbreak techniques can make AI systems behave in ways you never intended. And data leakage through AI APIs can expose sensitive information without triggering conventional data loss prevention controls. Our AI red teaming service takes an adversarial approach to your AI systems. We simulate real-world attacks using the same techniques that malicious actors use — prompt injection, indirect prompt injection, data exfiltration, model manipulation, and social engineering via AI interfaces. We test your defences, your monitoring, and your incident response processes. This is not theoretical vulnerability scanning. We conduct hands-on adversarial testing against your actual systems in controlled conditions, document every successful and unsuccessful attack vector, and provide detailed remediation guidance. The result is a clear picture of your AI security posture and a prioritised plan to harden your defences.

Use Cases

What this looks like in practice

Prompt Injection Testing

Test AI systems for vulnerability to direct and indirect prompt injection attacks. Attempt to override system prompts, extract instructions, and manipulate behaviour.

Data Leakage Assessment

Evaluate whether sensitive data can be extracted through AI system outputs — including training data, system prompts, internal documents, and user data.

Jailbreak & Safety Bypass

Attempt to bypass safety guardrails, content filters, and usage restrictions using known and novel jailbreak techniques.

AI-Specific Penetration Testing

Full penetration test of AI-powered applications, covering API security, authentication, rate limiting, input validation, and output sanitisation.

Supply Chain Risk Assessment

Assess the security of your AI supply chain — third-party models, plugins, data sources, and integration points that could introduce vulnerabilities.

Incident Response Testing

Test your team's ability to detect and respond to AI-specific security incidents through tabletop exercises and simulated attacks.

Technology

Tools we work with

OWASP LLM Top 10Prompt Injection FrameworksGarakPythonBurp SuiteCustom Attack ToolingAnthropic ClaudeOpenAI GPT-4oLangChainMITRE ATLASThreat ModellingSTRIDEAPI Security Tools

How It Works

Our approach

01

Scoping & Rules of Engagement

Define target systems, testing boundaries, and acceptable attack techniques

02

Reconnaissance

Map the AI system's capabilities, interfaces, and potential attack surface

03

Adversarial Testing

Execute structured attacks across prompt injection, data leakage, jailbreaking, and manipulation

04

Findings & Evidence

Document all successful and notable failed attacks with evidence, severity, and exploitability ratings

05

Remediation & Hardening

Deliver prioritised remediation recommendations and retest after fixes are applied

Starting from

£20K

Timeline

2-4 weeks

Ready to get started?

Book a free strategy call and we'll assess whether this service is the right fit for your business.