Question: I need a system that prevents data leakage and malicious use of AI models, do you know of any?

If you're looking for a system to stop data breaches and bad uses of AI models, Nightfall is worth a look. It's an AI-native data leak prevention platform that can detect, classify and protect sensitive data in SaaS and cloud applications. With features like sensitive data protection, data encryption and data exfiltration prevention, Nightfall is designed to deliver high accuracy and low false positives to avoid data breaches and non-compliance. It supports major compliance standards like HIPAA, PCI, GDPR/CCPA and more.

Another powerful option is Varonis, an all-in-one SaaS platform for automated data security. It offers end-to-end solutions for data discovery and classification, threat detection and policy automation across hybrid cloud and on-premises environments. Varonis supports a wide range of applications and cloud platforms, including Microsoft 365 and Google Workspace, and offers customized protection plans for specific data sources. Its automated prevention capabilities enforce least privilege and apply labels, reducing the blast radius and ensuring rapid response to threats.

Securiti offers a unified Data Command Center that spans hybrid multicloud environments to ensure security, privacy, governance and compliance. It includes AI security and governance features like AI model discovery, risk assessment and compliance checks. With coverage across multiple data environments and integration with over 1,000 data systems, Securiti enables organizations to simplify data management and strengthen data security while addressing global regulatory requirements.

For those interested in Generative AI and Large Language Models, ClearGPT offers an enterprise-grade platform designed to address security, performance and data governance concerns. It includes features like role-based access, data governance for privacy and control, and continuous fresh data for adaptive AI models. Running on a private network, ClearGPT ensures zero data and IP leakage, making it suitable for internal enterprise use.