LLM Application Security
Harden generative AI applications against prompt injection, jailbreaks, and PII leakage.
LLM applications are vulnerable to direct jailbreaks, indirect injections ingested through search or RAG vector databases, and system prompt extraction. SecureMID provides automated validation across all foundational threat vectors.
Verified across 800 adversarial attack test vectors.
Clean prompts and proper refusals passed with 100% accuracy.
Ultra-fast benchmarked classification throughput.
LLM applications blur the line between untrusted data and executable instructions.
Direct Jailbreaks & Cognitive Exploits
Roleplay personas, base64 encodings, and hypothetical scenarios can coax models into bypassing developer safety guidelines.
Indirect Prompt Injection via RAG Retrieval
Adversaries embed malicious directives in public webpages, PDFs, or support tickets that trigger when ingested into vector search stores.
Sensitive Credential & PII Extraction
Targeted probe sequences coax models into dumping pre-prompt system secrets, internal API keys, or memorized customer PII.
Verified Invariant Testing Suites
Direct Jailbreak & Persona Bypass
Extensive testing against DAN, recursive translation, and hyphenated bypass attacks.
Indirect RAG Context Poisoning
Inject adversarial instructions into simulated vector chunks to test retrieval isolation.
Sensitive Key & Token Extraction
Audit models against targeted prompts designed to extract system instructions and API credentials.
Compliant Refusal Accuracy (Zero False Flags)
Guarantee that legitimate customer queries are never blocked unnecessarily (0.00% FPR measured).
Systematic penetration testing for enterprise language models.
Define Target Model & Risk Invariants
Select threat categories: Jailbreak resistance, PII confidentiality, RAG injection immunity, or custom invariants.
Generate Adversarial Corpus
Execute category-stratified attack vectors across 10+ adversarial families without artificial quotas.
Air-Gapped Assertion Evaluation
Evaluate model responses with the SecureMID Judge LoRA to confirm proper refusals without false alarms.
Export Executive & CISO Reports
Generate compliant PDF and JSON audits mapped directly to OWASP and NIST risk matrices.
Direct crosswalk to industry frameworks
Frequently Asked Questions
Make AI security part of your workflow.
Start exploring how SecureMID can help your team autonomously assess, red-team, and evaluate AI systems before they reach production.