Databricks AppSOC AI Security for Databricks Integration with AppSOC

AppSOC AI Security for Databricks

Enables Databricks customers to deploy AI with security, governance, and confidence.

AppSOC consolidates data from the Databricks AI Security tool, along with many other sources, providing risk-based prioritization and remediation

INTEGRATION PROVIDES

Provides discovery and governance of LLMs

Ingests data from Databricks Databricks Integration

Strengthens Databricks’ security posture

Consolidates and deduplicates findings

Establishes AI governance and compliance guardrails

Normalizes scoring and correlates events

Monitors prompts and responses for bias or injections

Prioritizes critical threats based on business context

Automates notification, ticketing, and remediation

See It In Action

The AppSOC platform ingests AI Security data from Databricks Databricks Integration and aggregates it with security data from hundreds of other vendors. The solution automatically consolidates and deduplicates findings to reduce noise. Risk scoring is normalized across tools, and threats are correlated across attack surfaces.

AppSOC’s advanced contextual risk scoring prioritizes all results factoring in your business context. This includes, but goes far beyond traditional CVSS scoring, prioritizing the most critical vulnerabilities based on severity, exploitability, asset criticality, data classification, and network exposure. The results can eliminate more than 95% of noisy, redundant, and non-critical issues, so you can focus on what matters most.

AppSOC’s intuitive dashboard provides both executive summaries and technical views allowing you to drill-down and see the details or roll-up views across applications, business units or organizations.

Using data from Databricks and other third-party products, AppSOC also maps software dependencies across the entire application hierarchy including libraries, microservices, applications, and hosts.

For more information about our integration with Databricks Databricks Integration please contact our product experts or schedule a live demo.

AppSOC’s integration with Databricks significantly enhances the security and governance of AI projects. As a leading AI development platform, Databricks

accelerates AI development by integrating scalable data processing, collaborative tools, and pre-built machine learning models.

By combining AppSOC with Databricks customers can:

Discover AI projects, models, datasets, and notebooks in use
Evaluate models based on risk ratings from scans and the AppSOC knowledge base
Establish AI governance creating inventories of AI resources, and compliance guardrails
Create and manage impact assessments capturing the purpose, use cases, compliance, and safety requirements for each AI project
Ensure AI posture management detecting misconfigurations and ensuring security by default
Rely on robust AI Application Security with deep model scans and runtime detection to detect bias and dangerous or inappropriate content in prompts and responses
Protect applications connected through API calls to AI systems
Manage and remediate all security issues through AppSOC’s robust application security platform

AppSOC AI solutions provide guardrails and policy enforcement across the entire AI lifecycle, from data ingestion to model deployment. This ensures that security protocols are consistently applied, reducing the risk of human error and enhancing the overall resilience of the platform. By combining Databricks' powerful data processing capabilities with AppSOC’s robust security measures, organizations can accelerate their AI initiatives while maintaining a strong security posture, ensuring that sensitive data and AI models are protected from evolving threats.

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