NEXT-GEN AI SECURITY

AI & LLM Penetration Testing

Specialized adversarial red-teaming for LLM architectures, RAG knowledge pipelines, and agentic AI systems. Jailbreak prevention and prompt injection protection.

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Why This Matters

OWASP #1

Prompt injection is ranked as the #1 threat to generative AI applications

Agent Risk

Autonomous tool-calling agents require strict sandboxing boundaries

Data Privacy

Prevent confidential company data from leaking via model outputs

Service Overview

Customized adversarial red-teaming for generative AI applications. We evaluate prompt injection resistance, tool-calling boundaries, RAG poisoning, data extraction, and model guardrails to prevent AI security failures.

Assessment Scope

Direct & Indirect Prompt Injection
RAG Vector Database Security
Autonomous Agent Tool-Calling Scoping
Model Inversion & Sensitive Data Extraction

Our Methodology

A structured, repeatable approach that delivers consistent results

1

Threat Modeling

AI attack surface mapping

LLM Architecture ReviewRAG Pipeline AnalysisPlugin / Tool MappingTrust Boundary Definition
2

Prompt Injection

Input manipulation testing

Direct Prompt InjectionIndirect Prompt InjectionJailbreak TechniquesSystem Prompt Extraction
3

RAG & Data Security

Knowledge base attacks

Vector DB PoisoningDocument Retrieval BypassEmbedding AttacksData Extraction
4

Agent & Tool Security

Autonomous action testing

Unauthorized Tool ExecutionExcessive Agency ExploitsPrivilege Escalation via AgentsSSRF via Tool Calls
5

Output & Supply Chain

Downstream impact and dependencies

Insecure Output HandlingModel PoisoningSupply Chain VulnerabilitiesDenial of Service
6

Reporting

Actionable defense guidance

Guardrail Architecture DesignInput Sanitization RulesSystem Prompt Hardening

Standards & Frameworks

OWASP Top 10 for LLMs (2025)MITRE ATLASNIST AI Risk Management Framework

Deliverables

  • Board-Ready AI Security Summary
  • Technical Exploit & Red-Team Log
  • Guardrail Implementation Blueprint
  • Remediation Code Fixes
  • Free Re-test

Timeline

5–12 business days

From scoping call to final report

Engagement Types

Frequently Asked Questions

We test customer-facing chatbots, internal enterprise search/RAG pipelines, autonomous agent frameworks, and custom LLM microservices.

Our testing follows the OWASP Top 10 for Large Language Model Applications and the MITRE ATLAS framework.

Ready to secure your systems?

Get a comprehensive assessment scope details from our cybersecurity team.

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