Evaluris AI Practice

AI/LLM/ML Security

Testing it, governing it, and securing the identities behind it, under one practice.

Every model you deploy, every agent you spin up, and every LLM integration you ship expands your attack surface and your governance obligations at the same time. Evaluris brings offensive security tradecraft and governance discipline to AI systems together, built on the same research and platforms behind SPECTER and Verant.

Discipline I

AI Testing & Red Teaming

Adversarial assessment of AI systems, models, and the pipelines serving them.

AI & Machine Learning Security Testing

Artificial intelligence has expanded your attack surface in ways that traditional penetration testing frameworks were not designed to address. Every LLM integration, GenAI application, and MLSecOps pipeline you deploy introduces a new class of vulnerability, one that conventional scanners cannot detect and that most offensive security teams are not equipped to test.

Evaluris conducts adversarial assessments of AI systems aligned to OWASP Top 10 for LLM Applications, OWASP ML Security Top 10, and the MITRE ATLAS adversarial machine learning threat matrix. Our operators have published research on system prompt poisoning, autonomous APT frameworks, and AI-driven malware polymorphism, not theoretical knowledge, but active research informing every engagement.

Covers

Prompt injection (direct and indirect), jailbreaking and safety control bypass, model extraction and inversion, training data poisoning, RAG pipeline manipulation, system prompt extraction, agentic tool abuse, insecure plugin and function call chains, supply chain risks in model dependencies, and MLSecOps pipeline integrity.

Compliance

OWASP Top 10 for LLM ApplicationsOWASP ML Security Top 10MITRE ATLASISO 42001EU AI Act

AI Red Teaming

AI systems require a fundamentally different adversarial mindset. Conventional red team techniques do not address the attack surfaces introduced by large language models, autonomous AI agents, LLM-integrated business applications, and GenAI-powered security tooling.

Evaluris AI Red Teaming evaluates the resilience of your AI infrastructure against adversarial actors who understand how these systems reason, where their guardrails fail, and how to manipulate them at scale. Our operators have published original research on system prompt poisoning, agentic attack orchestration, and autonomous APT frameworks, applied directly to every engagement.

Covers

Multi-turn jailbreak chains, indirect prompt injection via external data sources, autonomous agent manipulation and goal hijacking, tool call abuse in agentic pipelines, adversarial inputs against AI-powered security tools, memory poisoning in persistent agent architectures, and AI supply chain compromise.

Compliance

MITRE ATLASOWASP Top 10 for LLM ApplicationsOWASP ML Security Top 10ISO 42001

Methodology

MITRE ATLASOWASP Top 10 for LLM ApplicationsOWASP ML Security Top 10ISO 42001
Discipline II

AI Governance & Identity

Making AI risk ownership, controls, and identity governance operational, not theoretical.

AI Governance & Risk

Every AI system you deploy needs a risk owner, a control framework, and an answer ready for the EU AI Act, not just a red team report.

We build AI governance programs that make the EU AI Act, ISO/IEC 42001, and the NIST AI Risk Management Framework operational rather than aspirational: risk classification, model inventories, human oversight controls, and audit-ready documentation for every AI system in production.

Covers

AI system risk classification and model inventory (EU AI Act Art. 6 mapping), ISO/IEC 42001 gap assessment and management system build, model risk management framework design, human oversight and audit-trail control design.

Compliance

EU AI ActISO/IEC 42001NIST AI RMF

AI Agent Identity Security

Every AI agent your org spins up is a new identity with access nobody's tracking. We find them and govern them before something else does.

Agentic AI is creating non-human identities faster than any IAM stack was built to handle: API keys, OAuth scopes, service accounts, autonomous agents acting on your data. We audit what's out there, build lifecycle controls for it, and bring it under governance. Powered by the same framework behind Verant.

Covers

Non-human/agentic identity discovery and inventory, shadow AI and unmanaged OAuth scope audit, access lifecycle and governance framework for AI agents, ongoing monitoring integration.

Compliance

NIST AI RMFZero Trust

Talk to Evaluris

Not sure which engagement fits? We will help you scope the right test or assessment.