PointGuard AI Protection for Databricks

PointGuard AI has partnered with Databricks to enhance the security, discoverability, and management of large language models (LLM) and related artifacts within customers’ Databricks environment. PointGuard’s comprehensive integration fortifies Databricks’ security posture, improves data protection, and streamlines the discovery and governance of LLMs.

Key Features

1. Enhanced Security Posture
‍PointGuard AI integration with Databricks focuses on providing robust security measures to protect customers’ data and infrastructure:
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‍- API-Based Security Enhancements: PointGuard APIs integrate seamlessly with Databricks to enforce security policies, monitor activities, and detect misconfigurations and threats in real-time. PointGuard extends the Databricks AI Security Framework (DASF)  to help Databricks customers to harden their deployment of Databricks and the connected cloud resources.

- Data Loss Prevention (DLP): Implement advanced DLP strategies to prevent unauthorized data exfiltration and ensure sensitive information remains secure.

- Access Controls: Utilize fine-grained access controls to manage permissions and remove any excessive permissions users have on critical data and resources.

‍2. Discover Large Language Models (LLMs) and Artifacts
‍Discover and manage LLMs and associated artifacts such as datasets and model endpoints:

- Model Discovery: Automatically discover, catalog, and scan the LLMs within customers’ Databricks environment, making it easier to manage risk coming from deploying the LLM models.

- Artifact Management: Track and organize related artifacts, including datasets and model endpoints, to get full visibility into the LLM workflow.

- API-Driven Insights: Leverage PointGuard APIs to gain insights into model lifecycle, usage patterns, and risk based prioritization.

‍3. Improved Data Security
‍Safeguard your data with advanced security features tailored for Databricks environments:

- Data Protection: Ensure that data is encrypted both at rest and in transit, and implement Data Loss Prevention (DLP) controls, protecting the data from unauthorized access.

- Continuous Monitoring: Implement continuous monitoring to detect and respond to security incidents promptly.

- Compliance: Maintain compliance with industry standards and regulations by utilizing PointGuard integrated security tools and best practices.

How the PointGuard-Databricks Integration Works

PointGuard AI integration with Databricks is powered by a suite of Databricks APIs designed to enhance security and management capabilities:
- Integrate with Databricks to enforce security policies, manage access controls, and monitor for potential threats.
- Automatically discover LLMs and related artifacts, providing a comprehensive view of customers’ machine learning assets.
- Implement DLP and mitigate prompt injection attacks via content anomaly detection at runtime to protect sensitive data in the LLM prompts and responses.

Seamless Deployment
Deploy PointGuard AI integration with minimal disruption to your existing workflows:

- Easy Setup: PointGuard AI integration can be set up quickly and easily, with comprehensive documentation and support to guide you through the process.

- Scalable Solutions: PointGuard AI tools are designed to scale with customers’ needs, ensuring robust security and management capabilities as their Databricks environment grows.

Continuous Enhancements
‍PointGuard AI is committed to continuously enhancing the integration to meet the evolving needs of customers:

- Regular Updates: Receive regular updates with new features and enhancements to stay ahead of security threats and management challenges.

- Customer Support: Benefit from dedicated PointGuard AI customer support team, ready to assist you with any questions or issues.

Get Started

Enhance your Databricks environment with PointGuard's advanced AI protection and security management solutions. Contact PointGuard AI today to learn more about PointGuard-Databricks integration and how it can benefit your organization.

‍Contact Us:
- Email: arishi@pointguardai.com
- Website: www.pointguardai.com

‍About PointGuard AI: PointGuard AI is a leading provider of Gen AI Security and Application Security solutions, dedicated to helping organizations protect their AI applications and connected business applications using risk-based prioritization. With a focus on innovation and excellence, PointGuard AI offers a comprehensive product suite to meet the unique needs of the evolving AI and LLMOps environments.

‍About Databricks: Databricks is the data and AI company, providing an open and unified platform for data engineering, machine learning, and analytics. Founded by the original creators of Apache Spark™, Delta Lake, and MLflow, Databricks is on a mission to help data teams solve the world’s toughest problems.