AI/LLM Penetration Test
Secure Your Models by Identifying AI Threats Early
AI and Large Language Models (LLMs) are revolutionizing your operations—chatbots, code generation, decision aids. Just like anything else, this doesn’t come without risk. A clever prompt injection or data leak can hallucinate falsehoods, expose secrets, or amplify biases, eroding trust and inviting liability. Aevora’s AI/LLM Penetration Testing safeguards your neural networks.
We simulate adversaries to stress-test your models, from fine-tuned GPTs to custom transformers, delivering resilient AI with actionable hardening. Ready to outsmart the bad guys? Contact us today for a free consultation.
What is AI/LLM Penetration Testing?
AI/LLM Penetration Testing is an adversarial audit simulating attacks on your machine learning pipelines and deployed models. We target inference endpoints, training data, and integrations to preempt misuse. We hunt down all vulnerabilities, including those in the OWASP Top 10 for Large Language Model Applications:
Our Methodolgy
At Aevora, we don’t do one-size-fits-all. Our penetration testing follows industry-leading frameworks like the OWASP AI Testing Guide, MITRE Atlas, and NIST AI Risk Management Framework, tailored to your unique environment. Here’s how we deliver results:
- Scoping & Reconnaissance: We collaborate with you to define targets, rules of engagement, and business-critical assets—ensuring zero disruption to your operations. During this time we also discuss model details, data training, and goals. Aevora operators will also perform passive reconnaissance during scoping to get a general intelligence perspective on the target AI/LLM.
- Vulnerability Scanning & Enumeration: Aevora operators utilize a combination of automated and manual efforts to uncover as many security vulnerabilities as possible. Intensive prompt engineering will take place with several detection evasion techniques.
- Exploitation & Proof-of-Concept : We attempt controlled exploits to demonstrate real impact, from data exfiltration to privilege escalation. All findings include detailed steps for reproducing outcomes. Most companies will only seek prompt injection flaws but we recognize that this technology at the end of the day is another form of an application. You can expect Aevora operators to test for common web-based application vulnerabilities in the AI/LLM application.
- Post-Exploitation Analysis : We don’t stop after a vulnerability is found. Instantly the question, “What is the worst thing that could happen?” gets asked. Aevora operators seek to chain vulnerabilities and move around the environment for additional access.
- Comprehensive Reporting & Remediation Guidance : You’ll receive a detailed report with executive summaries, technical findings, risk ratings (CVSS-scored), and step-by-step fix recommendations. Plus, we offer re-testing at a discount to verify remediations.
All of Aevora’s operators possess the highly coveted OSCP certification and we also have more application tailored certifications such as the GWAPT and BSCP. With Aevora you are getting the best and you can have confidence that every test is thorough, confidential, and compliant with standards like PCI-DSS, HIPAA, and GDPR.
Why Choose Aevora for Your AI/LLM Pen Test?
In a sea of cybersecurity firms, Aevora stands out because we prioritize your success. Here’s what sets us apart:
- Adaptive and Capable: We have compromised a large variety of language models. Rather it is used for automating customer service, data analysis, or enterprise operations—we will find every angle and pry with precision and resilience. Aevora operators are required to remain knowledgeable on the latest security trends, tooling, techniques, and application security concepts.
- Rapid Turnaround: Most engagements are completed in 2-4 weeks. Importantly, we are flexible and are ready to work around the timelines that you require.
- Transparent Pricing: Starting at $5,000 per week for standard engagements. While scoping, we will analyze customer goals and AI/LLM complexity. Both of these factors can fluctuate the service cost as every language model is unique and built differently. We do not have hidden fees. Once you receive a quote, it accounts for everything from the kick-off call to the final out-brief where we share the report and discuss the technical narrative.
- Ongoing Partnership: Beyond the engagement, you will have access our threat intelligence feeds and quarterly health checks to stay ahead of emerging risks. This is completely free. We want to be your go-to experts year-round. We prioritize your success.
Who Benefits From Our AI/LLM Pen Testing?
This service is essential for:
Development and DevOps Teams: Identify and fix vulnerabilities early in the development lifecycle before they reach production. Our detailed reports help developers understand the root cause of issues, reducing technical debt and improving code quality. Even if the application is in a mature state, it always beneficial to get additional perspectives in new lenses. Not only will developers fix vulnerabilities, they will learn new secure coding concepts.
Security Teams: Augment your internal capabilities with an external perspective. Our assessments uncover blind spots, validate existing defenses, and provide actionable data to strengthen your organization’s security posture.
SaaS Providers and Tech Companies: Protect user data, maintain platform integrity, and avoid costly breaches. Regular application testing helps ensure your service remains secure, trusted, and compliant as your user base grows.
Heavily Regulated Industries: Meet strict compliance requirements such as PCI-DSS, HIPAA, and GDPR. Our penetration tests provide the necessary evidence and risk insights to satisfy auditors and regulators. If you have specific compliance requirements, be sure to let us know during scoping.
Companies Preparing for Funding, Acquisition, or Compliance Audits: Demonstrate a mature security posture to investors, acquirers, or auditors. A clean, professional penetration test report shows due diligence and builds confidence in your application’s security.
Businesses of All Sizes: Whether you’re a startup launching your first product or an enterprise managing a portfolio of applications, our application pen testing services scale to meet your needs and safeguard your business from evolving threats. Vulnerability scanners will not catch everything and in today’s cyber landscape, it is crucial to have a hardened environment. Protect your customers, data, reputation, and infrastructure.