Articles by Omar
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Books! Books! And More Books!! Early in my career, I was fortunate enough to work for a manager who didn't just give me tasks—he gave me a new…
Books! Books! And More Books!! Early in my career, I was fortunate enough to work for a manager who didn't just give me tasks—he gave me a new…
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Excited to work alongside colleagues who are relentlessly focused on making Databricks the most secure platform for Data + AI — while also making it…
Excited to work alongside colleagues who are relentlessly focused on making Databricks the most secure platform for Data + AI — while also making it…
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Excited to have participated in research at AIUC-1 with Sanmi Koyejo at Stanford's Trustworthy AI Research Lab on three challenges defining 2026:…
Excited to have participated in research at AIUC-1 with Sanmi Koyejo at Stanford's Trustworthy AI Research Lab on three challenges defining 2026:…
Liked by Omar Khawaja
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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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It's not often the co-founders and I author blog posts together, but we thought this one is important so we took time to write this together with the…
It's not often the co-founders and I author blog posts together, but we thought this one is important so we took time to write this together with the…
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One week of Ramadan gone already. This "mehmaan istiqbaal" (مہمانداری) table took hours. Kebabs, salads, fruits, all by hand at home. People keep…
One week of Ramadan gone already. This "mehmaan istiqbaal" (مہمانداری) table took hours. Kebabs, salads, fruits, all by hand at home. People keep…
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We work super hard at Databricks. In the trenches. In the field. At breakneck speed — back-to-back meetings, events, building thought leadership…
We work super hard at Databricks. In the trenches. In the field. At breakneck speed — back-to-back meetings, events, building thought leadership…
Liked by Omar Khawaja
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🚀 Exciting news — SAT 0.6.0 is live! We’re thrilled to announce the release of Security Analysis Tool (SAT) v0.6.0 with new Permission Analysis…
🚀 Exciting news — SAT 0.6.0 is live! We’re thrilled to announce the release of Security Analysis Tool (SAT) v0.6.0 with new Permission Analysis…
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Another powerful Quarterly Business Review at Safe Security — and the energy keeps building. This quarter, we didn’t just review numbers. We…
Another powerful Quarterly Business Review at Safe Security — and the energy keeps building. This quarter, we didn’t just review numbers. We…
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Elad Yoran
Elad Yoran
Elad brings 25+ years of experience at the intersection of cybersecurity and national security as an entrepreneur, executive, Board member, advisor, investor and soldier. He serves as Director on several on several government and industry boards, as Advisor Emeritus at the Army Cyber Institute, the Cloud Security Alliance, the West Point Jewish Chapel Fund, and previously on the FBI IT Advisory Council. Elad served as Associate Adjunct Professor at Columbia University School of International and Public Affairs (SIPA) teaching a class on innovation in the U.S. defense and national security ecosystem. Elad’s was honored as “Entrepreneur of the Year” by E&Y and his companies have been acquired by Cisco, CyberArk, Forcepoint, McAfee, RSA, SafeNet, and Symantec. <br><br>Elad is the author of articles going back to the original Internet Security Threat Report. He served as an officer in the U.S. Army and is a veteran of Operation Restore Hope in Mogadishu, Somalia. Elad holds an MBA from the Wharton School of the University of Pennsylvania and a B.S. degree from the United States Military Academy at West Point.
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Macy Dennis
Macy Dennis
Macy is a Global Information and Cyber Security Executive with 30+ years of Corporate Security experience, focusing on all aspects of Cyber, Information and Physical Security. He is a highly skilled communicator with the ability to work at all levels of the business, from “C level” down to a “Security Professional/Practitioner”. He has strong business acumen, communication skills, problem-solving abilities, and solid critical thinking skills. He is a Servant Leader that looks to drive and challenge his organizations to their highest potential. <br><br>He has a proven track record for building strong successful teams within many business verticals, including National Defense, Space, Financial Services, Pharmaceutical, Electronics, ISP, and Satellite Services. Macy has a strong reputation as a Cyber and Information Security leader; he has been recognized by US Government agencies (OGA) for building a team and program that has been nominated for the National Counter Intelligence Award. With this nomination, it put his programs and leadership in the top 1% of the more than 15,000 Cleared Defense Contractors in the nation. <br><br>Macy has a unique skill set in which he has the expertise and background in building successful Cyber and Information Security programs along with an effective Executive Protection/Insider Threat/Physical Security program and fully integrating the two teams together. <br><br>He drives operational efficiency and effectiveness in his programs to fund investment in Security. He excels at team building, building strong relationships with the business, process improvement, and problem-solving.<br><br>SPECIALIZED AREAS INCLUDE <br><br>Cyber & Information Security <br>Strategic Planning <br>Leadership Coaching and Mentoring <br>Budget Management and Analysis <br>Situational Leadership <br>Process Improvement & Optimization <br>Threat & Intelligence Analysis <br>Information Security Architecture <br>Forensics and Investigation <br>Policy and Procedure Development <br>Insider Threat<br>Organizational Change Management <br>Intelligence – Cyber/HUMINT <br>Incident Response & Security Operations<br>Robotics & AI<br>Executive Protection <br>Physical Security/Threat Management<br><br><br>ACCOMPLISHMENTS<br>•Finalist in the San Diego Business Journal's 5th Annual IT Executive of The Year Award for 2012 <br>•Beta Gamma Sigma - honor society<br>•FBI Citizens Academy, San Diego, CA - May 2016<br>•FBI CISO Academy, Quantico, VA – October 2017<br>•Quoted in several Cybersecurity articles in Bloomberg 2022, 2023<br><br>***People are a company's greatest asset and helping them see their true potential is the greatest gift***
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