LLM04:23

LLM04: Model Denial of Service

AIandMe

AIandMe provides an end-to-end platform for testing, securing, and monitoring LLM-based AI systems—combining automated adversarial testing, real-time protection, and human-in-the-loop audits to ensure reliable, compliant, and safe AI deployments.

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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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AiFort

AiFort by KELA is an automated, intelligence-led red teaming platform designed to protect GenAI applications. AiFort allows organizations full protection through test simulations of their GenAI applications against a wide range of violation scenarios.

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AIM Supervisor

AIM Supervisor integrates AIM RED for automated AI vulnerability testing, AIM GUARD for real-time threat detection and mitigation, and AIM Benchmark for comprehensive safety evaluations, ensuring continuous, adaptive protection against evolving AI security threats.

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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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