LLM Security 6

Desktop app securing AI apps from attacks by monitoring MCP communications. MCP Defender is a desktop application designed to automatically secure AI apps like Cursor, Claude, Visual Studio Code, and Windsurf from various attacks. It functions as an AI Firewall, monitoring and protecting Model Context Protocol (MCP) communications by intercepting tool calls and responses. It verifies these against security signatures and alerts the user if it detects any malicious activity, allowing them to block or allow the action. It provides intelligent LLM-powered threat detection and acts as a secure proxy, analyzing communications in real-time.

Adversa AI secures AI systems from cyber threats, privacy issues, and safety incidents. Adversa AI is a company focused on securing Machine Learning (ML), Artificial Intelligence (AI), and Large Language Models (LLM). They offer platform solutions for secure AI awareness, assessment, and assurance. Adversa AI helps organizations protect their AI systems from cyber threats, privacy issues, and safety incidents. They provide research, compliance, and industry-specific solutions to mitigate AI risks across various sectors, including finance, insurance, automotive, biometrics, and more.

Protect sensitive data and govern how your organization uses AI. Privaro.ai is an enterprise AI governance and sensitive data protection platform designed to help organizations adopt generative AI securely and with greater control. Privaro acts as a control layer between enterprise applications, users and AI models. It detects and protects sensitive information before it reaches external LLMs, helping prevent personal, confidential and regulated data from being unnecessarily exposed. The platform combines sensitive data detection and anonymization, AI governance policies, protected LLM pipelines, risk monitoring and audit-ready traceability in a single environment. With Privaro, organizations can gain visibility into how AI is being used, control what information reaches AI models and maintain a traceable record of AI interactions. This allows teams to benefit from generative AI while maintaining stronger control over corporate data and supporting privacy, security and regulatory compliance requirements. Privaro is particularly suited to organizations operating in regulated or data-sensitive environments, including legal, financial and healthcare use cases.

Mindgard provides automated AI security testing and red teaming solutions for AI/ML models. Mindgard is an AI security company that provides automated AI red teaming and security testing solutions. It helps organizations secure their AI/ML models, including LLMs and GenAI, throughout their lifecycle across both in-house and 3rd party solutions. Mindgard's platform offers automated security testing, remediation, threat detection, and a market-leading AI threat library to uncover and mitigate AI vulnerabilities, enabling developers to build secure, trustworthy systems.

LLMOps platform for prompt management, testing, and evaluation. Flapico is an LLMOps platform designed to help manage, version, test, and evaluate prompts for LLM applications. It aims to make LLM apps reliable in production by decoupling prompts from codebase, enabling quantitative testing over guesswork, and facilitating team collaboration on prompt writing and testing. Flapico offers features like a prompt playground, tools for running and analyzing large-scale tests, an evaluation library, and a secure model repository with bank-grade security.

AI observability platform for monitoring machine learning models and ensuring AI application security. WhyLabs is an AI observability platform that prevents model performance degradation by allowing you to monitor your machine learning models in production. It offers AI observability, LLM security, and model monitoring, helping to guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations. WhyLabs provides solutions for data-driven enterprises, focusing on LLM security, ML monitoring, and AI observability across various industries.