Cybersecurity Consulting Firm – Cyber Castellum
15% of employees routinely access generative AI on corporate devices. Organizations deploying AI without security testing are creating new attack surfaces that adversaries are already exploiting.
Modern AI systems introduce a new class of vulnerabilities that traditional security testing does not detect. LLMs and machine‑learning pipelines can be manipulated to undermine system integrity, expose sensitive information, and erode trust in AI‑driven decisions—often without triggering conventional security controls.
If your organization is deploying AI, adversarial testing is no longer optional. AI systems introduce new attack surfaces that bypass conventional security control.
AI Adversarial Testing evaluates machine learning models and AI-integrated systems against intentionally misleading or malicious inputs designed to cause failures, bypass controls, or extract sensitive information. As AI becomes embedded in critical business processes, the security of these systems becomes mission-critical.
We test AI systems and LLM-integrated applications for prompt injection and jailbreak vulnerabilities that could bypass safeguards, manipulate system behavior, or expose restricted information.
We use carefully crafted adversarial inputs to identify weaknesses that may cause AI models to misclassify, produce unsafe results, or bypass intended controls.
We assess AI systems and their data pipelines for weaknesses that could allow manipulated or malicious data to affect model behavior, accuracy, or reliability.
We test whether AI systems can be manipulated into revealing sensitive information, confidential data, or unintended details from training and connected data sources.
We evaluate models, datasets, third-party components, and AI dependencies to identify risks that could affect the integrity and security of your AI environment.
Our testing evaluates AI systems against realistic attack scenarios to identify weaknesses across the model, application, data, and supporting AI infrastructure.
Book a free consultation to test your AI against manipulation, misuse, and malicious inputs.
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