Tag: MLOps Security

DevSecOps for Artificial Intelligence and Machine Learning Systems: Securing the Modern AI Lifecycle

Posted on by uplatzblog

1. Introduction 1.1 Defining the Landscape: DevOps, DevSecOps, MLOps, and MLSecOps The evolution of software development and operations has been marked by a drive towards automation, collaboration, and speed. DevOps Read More …

Fortifying the Frontier: A Comprehensive Framework for Secure ML Model Deployment and Endpoint Hardening

Posted on by uplatzblog

Part I: The Evolving Threat Landscape in Machine Learning Section 1: Redefining Security for AI Systems Introduction to Secure Model Deployment Secure Model Deployment is the comprehensive process of integrating Read More …