LLM Model Security Assessment

Security assessment of Large Language Models including prompt injection, model extraction, and training data leakage

About This Service

Our LLM Model Security Assessment provides comprehensive evaluation of Large Language Models following OWASP AI Testing Guide methodology to identify security vulnerabilities specific to AI systems, including prompt injection attacks, model extraction risks, training data leakage, and adversarial inputs.

What's Included

Prompt injection vulnerability testing (direct and indirect)

Model extraction and reverse engineering assessment

Training data leakage and privacy analysis

Adversarial input testing and robustness evaluation

Model behavior analysis under attack scenarios

Security configuration and deployment review

How It Works

Model Discovery & Scoping

We analyze your LLM architecture, deployment model, and access controls to understand the security perimeter

Prompt Injection Testing

Comprehensive testing for direct and indirect prompt injection vulnerabilities following OWASP AI Testing Guide using advanced techniques

Model Security Analysis

Evaluation of model extraction risks, training data exposure, and adversarial robustness

Reporting & Remediation

Detailed findings with prioritized recommendations and actionable remediation guidance

Deliverables

Executive summary with risk overview
Detailed technical assessment report
Vulnerability findings with CVSS scores
Prioritized remediation roadmap
Security best practices guide for LLM deployment
OWASP AI Testing Guide compliance report
Re-testing and validation support

Why HafezSecure

OWASP AI Testing Guide

Strict adherence to OWASP AI Testing Guide methodology ensuring comprehensive coverage of AI-specific vulnerabilities

Zero False Positives

Every finding is validated to ensure accuracy and eliminate false alarms

Advanced Testing Methods

We use state-of-the-art techniques for prompt injection and adversarial testing

Actionable Insights

Clear, prioritized recommendations with step-by-step remediation guidance

Frequently Asked Questions

What is LLM Model Security Assessment?

LLM Model Security Assessment is a specialized security evaluation following OWASP AI Testing Guide methodology, focused on identifying vulnerabilities specific to Large Language Models, including prompt injection, model extraction, training data leakage, and adversarial attacks.

How long does an LLM security assessment take?

Assessment duration depends on model complexity and scope, typically ranging from 2-4 weeks for comprehensive evaluation.

What types of vulnerabilities are tested?

Following OWASP AI Testing Guide, we test for prompt injection (direct and indirect), model extraction, training data leakage, adversarial inputs, insecure configurations, and deployment vulnerabilities specific to LLM models.