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LLM Security Testing Description
LLM Security Testing by Artifice Security is a penetration testing service focused on identifying security vulnerabilities in LLM-powered applications, specifically RAG (Retrieval-Augmented Generation) systems and AI agents. The service evaluates how LLM-enabled features behave under adversarial input and hostile data conditions. Testing covers the full AI system stack: prompts and guardrails, memory and session state, retrieval sources, tool and API integrations, and authorization controls. **Key Testing Areas:** **Prompt Injection:** Tests both direct chat-based injection and indirect injection, where attacker instructions are planted in content retrieved by the model (e.g., knowledge base articles, PDFs, tickets, web pages). **Sensitive Data Leakage:** Attempts to force cross-user or cross-tenant data exposure, extract system prompts, and surface sensitive fields that should be masked or access-controlled through retrieval and memory mechanisms. **Tool and API Abuse:** For AI agents, validates whether tools enforce authorization independently of the model, whether parameters are constrained, and whether high-risk actions require explicit user confirmation. **Authorization and Tenant Boundaries:** Tests whether low-privilege users can access high-privilege data or actions through the AI feature, validating controls at the data and tool layers rather than just the UI. **Insecure Output Handling:** Traces where model output is consumed and attempts to convert generated text into XSS, SSRF, injection, or other downstream vulnerabilities. **Unbounded Consumption:** Evaluates rate limits, token and tool budgets, caching, timeouts, and abuse detection to assess resilience against cost and denial-of-service attacks. Engagements produce reproducible evidence, a prioritized remediation plan, and an optional retest to verify fixes.
LLM Security Testing FAQ
Common questions about LLM Security Testing including features, pricing, alternatives, and user reviews.
LLM Security Testing is Pentest service for LLM apps, RAG systems, and AI agents. developed by Artifice Security. It is a Services solution designed to help security teams with AI Security, Large Language Models, RAG.