Skip to Content
The Ultimate AI Guide for Linux Engineers
book

The Ultimate AI Guide for Linux Engineers

by Ezequiel Lanza, Eduardo Spotti
May 2026
Intermediate
330 pages
8h 31m
English
Packt Publishing
Content preview from The Ultimate AI Guide for Linux Engineers

10

Security, Privacy, and Guardrails for Production AI

Security for AI workloads demands a fundamentally broader mindset than traditional application hardening. When a container runs a deterministic microservice, threat modeling focuses on network exposure, dependency vulnerabilities, and privilege escalation. When that container hosts a large language model that interprets natural language, generates code, and invokes operational tools on your Linux infrastructure, the attack surface expands in qualitatively different ways. Adversaries can now manipulate system behavior through carefully crafted text: no CVE required.

This chapter maps the full security perimeter of production AI on Linux and Kubernetes: from supply-chain integrity and secret ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

systemd for Linux SysAdmins: All You Need to Know About the systemd Suite for Linux Users

systemd for Linux SysAdmins: All You Need to Know About the systemd Suite for Linux Users

David Both
Learning Modern Linux

Learning Modern Linux

Michael Hausenblas

Publisher Resources

ISBN: 9781806664238