AI Penetration Testing and ML Security

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Secure the Future of Automated Decision-Making

Across the UAE and MENA region, Artificial Intelligence is driving transformation in smart government, fintech, logistics, healthcare, and national infrastructure. With this opportunity comes new and complex threats — threats that conventional application testing is not designed to find.

NSI Global offers specialised AI penetration testing and ML security assessments that uncover vulnerabilities unique to machine learning and large language model (LLM) deployments, including prompt injection, model evasion, data poisoning, model extraction and the misuse of AI agents that can take actions on your systems. Testing can be mapped to the OWASP Top 10 for Large Language Model Applications and MITRE ATLAS, and findings can support governance under the NIST AI Risk Management Framework and ISO/IEC 42001.

Testing Includes

Adversarial Prompt Evaluation

Expose how LLMs and AI chatbots can be manipulated through crafted prompts and malicious inputs.

ML Pipeline Assessment

Analyse your model’s ingestion, processing, and output stages to secure the full lifecycle.

Model Extraction Testing

Detect inference abuse and model extraction attempts targeting your proprietary algorithms.

Testing for Data Poisoning & Supply Chain Threats

Identify drift, poisoning, and manipulation tactics that compromise model performance over time.

AI Agent and Tool-Use Testing

Assess what AI agents connected to your email, files, code or business systems can be manipulated into doing, and whether their permissions are limited to what they need.

What the Assessment Supports

Evidence of how your models and AI applications behave under attack

Input for AI governance, risk and compliance requirements

Protection of sensitive training data and proprietary models

Prioritised remediation for your development and data teams

AI Security Without Slowing Innovation

Let’s evaluate the security of your AI models and deployments — so you can scale with confidence.

Engagements are scoped and overseen by founder Navid Sobbi and delivered in-houseby NSI Global’s own practitioners — never subcontracted. Confidential consultations can be held at our office in Downtown Dubai, which is protected against electronic eavesdropping, or by client-approved video meeting.

+971 4 409 6824

Secure your peace of mind