Automated Vulnerability Scanning

Noma Security

“Noma Security is a comprehensive application security solution for the Data and AI lifecycle. It offers , End-to-End Visibility: Scanning notebooks, source code, and other assets to inventory AI/ML resources., AI Security Posture Management: Identifying and prioritizing AI/ML risks, including misconfigurations and vulnerable models, Runtime Protection: Safeguarding AI systems with an AI Firewall against adversarial prompts, Pre-Runtime Protection: Enhancing security through dynamic red-teaming and static analysis of models and code, Governance and Compliance: Ensuring adherence to regulatory and security standards.”

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Dyana

Dyana is a sandbox environment using Docker and Tracee for loading, running and profiling a wide range of files, including machine learning models, ELF executables, Pickle serialized files, Javascripts and more. It provides detailed insights into GPU memory usage, filesystem interactions, network requests, and security related events.

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