AI Systems Security Assessment

Secure your AI. Before attackers do.

Why it Matters

Deploying large language models (LLMs) is no longer experimental—it’s production. But with innovation comes exposure. Traditional security assessments don’t cut it here. Our AI Systems Security Assessment is built from the ground up to uncover threats unique to LLM pipelines, plugins, prompt handling, and model behavior.

This isn’t a generic pentest. It’s a deep dive into how your AI can be exploited—and how to stop it.

 

What We Assess

End-to-end, model-specific security. No distractions. No fluff.

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Threat Modeling

We start by mapping your LLM ecosystem—APIs, data sources, user flows, and all integration points. Then we identify attack vectors using a simplified STRIDE model tailored for LLMs. Think prompt injection, privilege escalation, jailbreak bypasses, and more.

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Configuration & Supply Chain

We evaluate the security posture of your model stack, looking at API keys, RBAC, cloud infrastructure, and third-party dependencies. If your pipeline pulls from GitHub or HuggingFace, we’ll verify it’s not quietly introducing vulnerabilities.
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Offensive Testing

We simulate real-world adversaries:

  • Prompt injection and jailbreaks
  • Training data leakage and privacy failures
  • Abuse of tool integrations (SSRF, command injection, unauthorized plugin use)
  • Denial-of-service tests via recursion and complexity overloads
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Logging, Monitoring, & IR

We review your logs, SIEM pipelines, and response plans to make sure they’re actually useful during a live incident. If your LLM gets exploited, will you even know?

WhatYou Get

We don’t dump findings.We deliver clarity.

Executive summary with risks, impact, and recommended actions

Technical findings with PoC prompts and attack chains

Threat model diagrams and risk scoring

Remediation playbook prioritized by impact and exploitability

WhoIt’s For

Enterprises deploying LLMs in production

Startups integrating LLMs into apps or APIs

Any org that can’t afford to get burned by AI gone rogue

Why ChooseLMNTRIX?

We’ve spent years building XDR platforms to detect, hunt, and respond to adversaries. Now we’re applying that mindset to the new threat surface—AI. Our AI Systems Security Assessment is informed by real-world attacker TTPs, not checkbox audits.
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How We Protect

small and large enterprises

We know that every day you have everything on the line, and that with so much at risk it can seem like adversaries have all the advantages. Together we can take the power back. Where other cybersecurity providers see a vendor and a customer, we see a united team of defenders who are stronger as one.

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Faster Investigation

98%

Reduction in Alert

66%

Lower Cost

Why clients love working with LMNTRIX

You’re ready for advanced protection

and that means XDR

Don't just take our word for it...

Gartner

Leader

IDC

Leader

SourceForge

Open Source Excellence

mssp Alert

Top 250 MSSP Companies In The World

PeerSpot

Users Choice Award

Top Rated Security

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pci
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Ready to take the next steps with LMNTRIX MXDR ?

The choice is yours: see LMNTRIX in an on demand demo or set up a customized demo or request a quote.

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