CoherenzAI

OFFENSIVE SECURITY VERIFICATION

Advanced Offensive Resilience Testing for Critical Industrial Models.

The Market Friction

Standard corporate penetration testing does not account for data poisoning, prompt injection, or model inversion. An engineered exploit on an industrial optimization model can force catastrophic physical shutdown.

The Strategic Architecture

We execute specialized, non-disruptive adversarial testing against your production-critical machine learning systems. Our passive methodology pressure-tests model integrity without endangering factory uptime or live telemetry streams.

Core Deliverables

Adversarial Vulnerability Matrix

Granular identification of model vulnerabilities against the OWASP Top 10 for LLMs.

Physical Impact Simulation Reports

Algorithmic forecasting of data poisoning outcomes on physical machinery and factory output.

Model Hardening Playbook

Step-by-step engineering mitigation steps to shield live models from external manipulation.

Validates compliance with CISA Joint Guidance on AI in OT, the EU AI Act Security Mandates, and NIST CSF 2.0.

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