GLOBALAI&LLMREDTEAMING
A dedicated AI Adversarial Simulation practice. We secure Large Language Models (LLMs) and Generative AI pipelines against prompt injection, model poisoning, and excessive agency. Align your AI innovation with OWASP Top 10, NIST AI RMF, and the EU AI Act using our battle-tested methodology.
Securing The Intelligence Age
Generative AI changes everything, including the threat landscape. Deterministic security controls fail against probabilistic models. You need a Red Team that thinks like an AI.
Faltrox Security treats AI Adversarial Simulation as a dedicated practice, not an afterthought. We don't just test for bugs; we test for alignment. Can your chatbot be tricked into leaking PII? Can your RAG pipeline be poisoned to serve malicious links?
We operate at the bleeding edge, researching new jailbreaks (DAN, SDA) daily, helping enterprises everywhere deploy AI safely so innovation doesn't outpace control.
OWASP LLM Top 10
We map every assessment to the industry standard for Large Language Model security.
Prompt Injection
Crafting inputs that manipulate the LLM into executing unintended actions or overriding its system prompt.
RAG Data Poisoning
Injecting malicious documents into the Retrieval Augmented Generation pipeline to corrupt the AI's knowledge.
Insecure Output
Exploiting the lack of output validation to execute XSS or other payloads in downstream systems.
Model Inversion
Reconstructing private training data from the model's public outputs through repetitive querying.
Supply Chain
Compromising third-party models, datasets, or plugins used within your AI application.
Excessive Agency
Granting the AI agent too much autonomy or permission to interface with other internal systems.
Red Team Process
From Architecture Review to Jailbreaking, a rigorous adversarial methodology for LLMs.
MAP
Identifying all AI integration points, prompt flows, and RAG data sources using tools like Garak.
PROBE
Automated fuzzing of prompts (PyRIT) to identify filter weaknesses, hallucinations, and jailbreak susceptibility.
EXPLOIT
Manual crafting of 'jailbreak' prompts (DAN, SDA) to bypass safety guardrails and extract system instructions.
HARDEN
Refining system prompts, implementing NeMo Guardrails, and validating output sanitization.
MAP
Identifying all AI integration points, prompt flows, and RAG data sources using tools like Garak.
PROBE
Automated fuzzing of prompts (PyRIT) to identify filter weaknesses, hallucinations, and jailbreak susceptibility.
EXPLOIT
Manual crafting of 'jailbreak' prompts (DAN, SDA) to bypass safety guardrails and extract system instructions.
HARDEN
Refining system prompts, implementing NeMo Guardrails, and validating output sanitization.
Attack Surface
We test for vulnerabilities unique to Generative AI.
Jailbreaking
Using adversarial prompts ('Do Anything Now') to bypass ethics filters and generate harmful content.
Data Extraction
Tricking the model into reciting PII, credit card numbers, or proprietary code snippets it was trained on.
Prompt Injection
Overriding the System Prompt to hijack the bot's persona and make it endorse competitor products.
Indirect Injection
Hiding malicious instructions in a webpage that the AI reads, causing it to attack the user.
Key Benefits
Deploy AI with confidence.
Brand Protection
Prevent your AI from generating hate speech, competitor endorsements, or hallucinations that erode customer trust and surface in headlines.
Regulatory Readiness
Prepare for the EU AI Act, NIST AI RMF, and upcoming AI safety regulations.
Safe Adoption
Unlock the productivity of GenAI without exposing your IP to the public cloud.
Model Robustness
Ensure your model performs reliably even when under adversarial attack.
Privacy Assurance
Verify that your model does not memorize and regurgitate PII from the training set.
IP Security
Protect your proprietary model weights and fine-tuning datasets from theft.
Who We Protect
GenAI Startups
Companies building custom LLMs or wrapper applications.
Enterprises
Orgs deploying internal RAG chatbots for knowledge management.
DevTools
Platforms integrating AI coding assistants and agents.
Why Faltrox?
Compliance Ready
Our methodology and reports are structured to satisfy the world's most rigorous security audits.
Audit Ready
Letters of Attestation included.
Standardized
OWASP ASVS & NIST 800-115.
Common Questions
Yes. We can test both open-source models (Llama, Mistral) and proprietary internal models hosted on-prem or in your private cloud VPC.
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