Protect AI: Defining MLSecOps for Securing Machine Learning and Generative AI

An Intellyx Brain Candy Brief

Protect AI secures machine learning (ML) and generative AI (genAI) models and processes by addressing supply chain vulnerabilities, prompt injection attacks, and model serialization attacks.

The company combines these defenses with governance, risk, and compliance (GRC) and trusted AI processes to establish MLSecOps, Protect AI’s term for the operationalization of ML and genAI security and compliance.

Protect AI also provides visibility and auditability into AI security efforts and leverages a community of security pros to identify genAI vulnerabilities in the wild.

Traditional cybersecurity tooling has blind spots for AI model-specific vulnerabilities, giving bad actors plenty of opportunities for mischief. Protect AI is one of a new crop of AI security vendors looking to close these gaps.

Copyright © Intellyx LLC. Intellyx is an industry analysis and advisory firm focused on enterprise digital transformation. Covering every angle of enterprise IT from mainframes to artificial intelligence, our broad focus across technologies allows business executives and IT professionals to connect the dots among disruptive trends. None of the organizations mentioned in this article is an Intellyx customer. No AI was used to produce this article. To be considered for a Brain Candy article, email us at pr@intellyx.com.

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