Cloud Wars
  • Home
  • Top 10
  • CW Minute
  • CW Podcast
  • Categories
    • AI and Copilots
    • Innovation & Leadership
    • Cybersecurity
    • Data
  • Member Resources
    • Cloud Wars AI Agent
    • Digital Summits
    • Guidebooks
    • Reports
  • About Us
    • Our Story
    • Tech Analysts
    • Marketing Services
  • Summit NA
  • Dynamics Communities
  • Ask Copilot
Twitter Instagram
  • Summit NA
  • Dynamics Communities
  • AI Copilot Summit NA
  • Ask Cloud Wars
Twitter LinkedIn
Cloud Wars
  • Home
  • Top 10
  • CW Minute
  • CW Podcast
  • Categories
    • AI and CopilotsWelcome to the Acceleration Economy AI Index, a weekly segment where we cover the most important recent news in AI innovation, funding, and solutions in under 10 minutes. Our goal is to get you up to speed – the same speed AI innovation is taking place nowadays – and prepare you for that upcoming customer call, board meeting, or conversation with your colleague.
    • Innovation & Leadership
    • CybersecurityThe practice of defending computers, servers, mobile devices, electronic systems, networks, and data from malicious attacks.
    • Data
  • Member Resources
    • Cloud Wars AI Agent
    • Digital Summits
    • Guidebooks
    • Reports
  • About Us
    • Our Story
    • Tech Analysts
    • Marketing Services
    • Login / Register
Cloud Wars
    • Login / Register
Home » Protecting Your AI Investments: Databricks’ Breakthrough Security Framework
AI and Copilots

Protecting Your AI Investments: Databricks’ Breakthrough Security Framework

Chris HughesBy Chris HughesMay 2, 2024Updated:May 2, 20242 Mins Read
Facebook Twitter LinkedIn Email
To adjust the volume hover the cursor over the volume bar
Share
Facebook Twitter LinkedIn Email

This AI Ecosystem Report, featuring CISO Chris Hughes, an Acceleration Economy practitioner analyst, looks at Databricks’ AI Security Framework.

Highlights

00:09 — Databricks’ AI Security Framework starts off covering AI and machine learning (ML) model types: predictive ML models like PyTorch and Hugging Face; state-of-the-art open models like Llama, and external models of third-party services like OpenAI’s ChatGPT and Anthropic.

01:13 — The framework covers four system stages: data operations, model operations, model deployment and serving, and operations and platform. First: data operations. Risks include insufficient access controls, missing data classifications, or poor data quality. Next, model operations: Risks include model drift, ML supply chain vulnerabilities, and model theft.

02:30 — Next up is model deployment and serving. This includes components like model serving inference requests or responses. Some of the risks include prompt injection, model breakout, and output manipulation.

The AI Ecosystem Q1 2024 Report compiles the innovations, funding, and products highlighted in AI Ecosystem Reports from the first quarter of 2024. Download now for perspectives on the companies, investments, innovations, and solutions shaping the future of AI.

03:09 — The last system stage is called operations and platform. Some of the risks here will look very familiar because they’re broader cybersecurity risks. These include a lack of enforcement and repeatable standards as well as a lack of vulnerability management, compliance, and incident response.

04:02 — The Databricks platform, and how it addresses these risks, is covered in great detail, using specific examples from some of its customers.


Ask Cloud Wars AI Agent about this analysis

Interested in Databricks?

Schedule a discovery meeting to see if we can help achieve your goals

Connect With Us

Book a Demo

ai Anthropic Artificial Intelligence Compliance data Databricks featured Machine Learning OpenAI supply chain vulnerability
Share. Facebook Twitter LinkedIn Email
Analystuser

Chris Hughes

CEO and Co-Founder
Aquia

Areas of Expertise
  • Cloud
  • Cybersecurity
  • LinkedIn

Chris Hughes is a Cloud Wars Analyst focusing on the critical intersection of cloud technology and cybersecurity. As co-founder and CEO of Aquia, Chris draws on nearly 20 years of IT and cybersecurity experience across both public and private sectors, including service with the U.S. Air Force and leadership roles within FedRAMP. In addition to his work in the field, Chris is an adjunct professor in cybersecurity and actively contributes to industry groups like the Cloud Security Alliance. His expertise and certifications in cloud security for AWS and Azure help organizations navigate secure cloud migrations and transformations.

  Contact Chris Hughes ...

Related Posts

SAP Q2 Outlook: I Expect Cloud Revenue to Rise 27%, Cloud Backlog 29%

July 22, 2025

Microsoft Drives AI and Copilot Functionality Deeper Into Top Security Platforms

July 22, 2025

SAP Q2 Preview: Cloud Revenue Will Grow 27%, Cloud Backlog 29%

July 22, 2025

Oracle Claims Unique Edge in AI and Cloud Delivery as Hyperscaler Battle Heats Up

July 21, 2025
Add A Comment

Comments are closed.

Recent Posts
  • SAP Q2 Outlook: I Expect Cloud Revenue to Rise 27%, Cloud Backlog 29%
  • Microsoft Drives AI and Copilot Functionality Deeper Into Top Security Platforms
  • SAP Q2 Preview: Cloud Revenue Will Grow 27%, Cloud Backlog 29%
  • Oracle Claims Unique Edge in AI and Cloud Delivery as Hyperscaler Battle Heats Up
  • Oracle: No One Can Match Us in Cloud Infrastructure

  • Ask Cloud Wars AI Agent
  • Tech Guidebooks
  • Industry Reports
  • Newsletters

Join Today

Most Popular Guidebooks and Reports

SAP Business Network: A B2B Trading Partner Platform for Resilient Supply Chains

July 10, 2025

Using Agents and Copilots In M365 Modern Work

March 11, 2025

AI Data Readiness and Modernization: Tech and Organizational Strategies to Optimize Data For AI Use Cases

February 21, 2025

Special Report: Cloud Wars 2025 CEO Outlook

February 12, 2025

Advertisement
Cloud Wars
Twitter LinkedIn
  • Home
  • About Us
  • Privacy Policy
  • Get In Touch
  • Marketing Services
  • Do not sell my information
© 2025 Cloud Wars.

Type above and press Enter to search. Press Esc to cancel.

  • Login
Forgot Password?
Lost your password? Please enter your username or email address. You will receive a link to create a new password via email.
body::-webkit-scrollbar { width: 7px; } body::-webkit-scrollbar-track { border-radius: 10px; background: #f0f0f0; } body::-webkit-scrollbar-thumb { border-radius: 50px; background: #dfdbdb }

Notifications