Articles by Omar
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Wrapped up my first week at The Aspen Group. It is great to be back in the city I know best and grateful to my new colleagues for the warm welcome…
Wrapped up my first week at The Aspen Group. It is great to be back in the city I know best and grateful to my new colleagues for the warm welcome…
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"My executives don't understand quantitative results." I still hear this from GRC practitioners who are hesitant to adopt risk measurement…
"My executives don't understand quantitative results." I still hear this from GRC practitioners who are hesitant to adopt risk measurement…
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Working at Databricks alongside Bricksters envisioning and delivering audacious data+AI capabilities has been quite a privilege!
Working at Databricks alongside Bricksters envisioning and delivering audacious data+AI capabilities has been quite a privilege!
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Cloud Security
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The move to the cloud is being driven by the business (not IT), yet we continue to take an IT-centric (applications, servers, CPUs, etc.) approach to cloud security. I propose a way forward to address this incongruence, a recipe based on my interactions with CIOs, CSOs and business leaders all over the world.
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DASF (Databricks AI Security Framework)
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The Data and AI Security Framework (DASF) is a comprehensive approach to actionably managing AI risks. It offers the following 5 integrated features:
1. AI System Architecture:
1. Defines the 4 subsystems and 12 canonical components that make up an end-to-end AI system
2. Provides a clear understanding of the AI system's structure and elements
2. AI Risk Identification:
1. Enumerates the 55 most likely AI risks
2. Aligns each risk to its corresponding AI component
3…The Data and AI Security Framework (DASF) is a comprehensive approach to actionably managing AI risks. It offers the following 5 integrated features:
1. AI System Architecture:
1. Defines the 4 subsystems and 12 canonical components that make up an end-to-end AI system
2. Provides a clear understanding of the AI system's structure and elements
2. AI Risk Identification:
1. Enumerates the 55 most likely AI risks
2. Aligns each risk to its corresponding AI component
3. Enables targeted risk assessment and management
3. AI Deployment Models:
1. Presents 6 AI deployment models
2. Identifies the applicability of each deployment model to each AI risk
3. Helps select the most suitable deployment approach based on risk profile
4. Mitigating Controls:
1. Maps 58 mitigating controls to the pertinent AI risks
2. Enables effective risk mitigation strategies
1. Control Deployment Guidance:
1. Provides detailed guidance on deploying each mitigating control on a data platform
2. Offers practical instructions for implementing risk management measures
3. Facilitates the integration of controls into the AI system's data infrastructure
By breaking down the AI system architecture, identifying risks, presenting deployment models, mapping mitigating controls, and providing deployment guidance, DASF simplifies the complex process of managing AI risks. This framework empowers organizations to proactively address AI risks and ensure the responsible development and deployment of AI systems.
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🏆 𝗡𝗘𝗧𝗦 𝗪𝗶𝗻𝘀 𝗮𝘁 𝗦𝗛𝗶𝗙𝗧 𝗦𝗮𝗳𝗲𝘁𝘆 𝗔𝘄𝗮𝗿𝗱𝘀 𝟮𝟬𝟮𝟲 We’re proud to share that NETS UK has won the 𝗕𝗲𝘀𝘁 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻…
🏆 𝗡𝗘𝗧𝗦 𝗪𝗶𝗻𝘀 𝗮𝘁 𝗦𝗛𝗶𝗙𝗧 𝗦𝗮𝗳𝗲𝘁𝘆 𝗔𝘄𝗮𝗿𝗱𝘀 𝟮𝟬𝟮𝟲 We’re proud to share that NETS UK has won the 𝗕𝗲𝘀𝘁 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻…
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Thank you to everyone who attended the STEM for Her Elevate Her Gala last week. Your presence made the evening more meaningful, and we are grateful…
Thank you to everyone who attended the STEM for Her Elevate Her Gala last week. Your presence made the evening more meaningful, and we are grateful…
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Cyber risk only matters when it helps leaders make better decisions. Join us for the Sunshine FAIR Hybrid Chapter Meeting on May 11, where Omar…
Cyber risk only matters when it helps leaders make better decisions. Join us for the Sunshine FAIR Hybrid Chapter Meeting on May 11, where Omar…
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Omar Khawaja has raised an excellent point. An effective CISO has already established a policy review board that works diligently to review existing…
Omar Khawaja has raised an excellent point. An effective CISO has already established a policy review board that works diligently to review existing…
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🎙️ Just wrapped an incredible conversation with the Business Insider: Round Table Podcast, and I'm still buzzing! We dove deep into one of my…
🎙️ Just wrapped an incredible conversation with the Business Insider: Round Table Podcast, and I'm still buzzing! We dove deep into one of my…
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How do I know if I’m following Databricks security best practices? That’s a question I hear often from customers. In this deep-dive discussion, I…
How do I know if I’m following Databricks security best practices? That’s a question I hear often from customers. In this deep-dive discussion, I…
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A sentence no executive should ever say — but every frontline employee can: "We can't do this because of policy ____." For employees, that's…
A sentence no executive should ever say — but every frontline employee can: "We can't do this because of policy ____." For employees, that's…
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