Comprehensive безопасность машинного обучения Tools for Every Need

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безопасность машинного обучения

  • ZenGuard delivers real-time threat detection and observability for AI systems, preventing prompt injections, data leaks, and compliance violations.
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    What is ZenGuard?
    ZenGuard integrates seamlessly with your AI infrastructure to deliver real-time security and observability. It analyzes model interactions to detect prompt injections, data exfiltration attempts, adversarial attacks, and suspicious behavior. The platform offers customizable policies, threat intelligence feeds, and audit-ready compliance reports. With a unified dashboard and API-driven alerts, ZenGuard ensures you maintain full visibility and control over your AI deployments across cloud providers.
  • NB Defense secures Jupyter Notebooks by detecting security issues.
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    What is nbdefense.ai?
    NB Defense is a comprehensive security solution for Jupyter Notebooks, developed by Protect AI. It includes a JupyterLab Extension and a CLI tool that detect various vulnerabilities, including leaked secrets, personally identifiable information (PII), and common exposures. The tool ensures secure and safe machine learning development by continually scanning notebooks for potential security issues, helping developers maintain strict security standards and avoid significant security incidences.
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