Preventing Data Breaches in AI and Data Science Contractor Projects
Explore a 29-minute conference talk from Ubuntu Summit 2023 that addresses the critical intersection of AI/Data Science and cybersecurity. Learn how to unblock AI/DataSci adoption in mainstream businesses by solving data access and tech talent challenges. Discover innovative solutions using open-source technologies to prevent data breaches in contractor-led projects. Gain insights into cloud-native clusters, VM kernel modules, and secure AI/DataSci workspaces. Understand the implementation of cybersecurity exfil-testing, "Easy Button" deployment of secure clusters, distributed storage, remote access, VPN, and virtual desktops. Delve into strategies for keeping data within clusters, ensuring auditable AI/data science projects, and enabling contractors and consultants to work securely in applied AI/DataSci within mainstream businesses.