Adversarial AI Attacks, Mitigations, and Defense Strategies: A cybersecurity professional’s guide to AI attacks, threat modeling, and securing AI with MLSecOps
Author:John Sotiropoulos (Author)
Publisher finelybook 出版社:Packt Publishing
Edition 版本:N/A
Publication Date 出版日期:2024-07-26
Language 语言:English
Print Length 页数:586pages
ISBN-10:1835087981
ISBN-13:9781835087985
Book Description
Review
“The book not only explains how adversarial attacks work but also shows you how to build your own test environment and run attacks to see how they can corrupt ML models. It’s a comprehensive guide that walks you through the technical details and then flips to show you how to defend against these very same attacks.”
Elaine Doyle, VP and Cybersecurity Architect, Salesforce
About the Author
John Sotiropoulos is a senior security architect at Kainos where he is responsible for AI security and works to secure national-scale systems in government, regulators, and healthcare. John has gained extensive experience in building and securing systems in roles such as developer, CTO, VP of engineering, and chief architect. A co-lead of the OWASP Top 10 for Large Language Model (LLM) Applications and a core member of the AI Exchange, John leads standards alignment for both projects with other standards organizations and national cybersecurity agencies. He is the OWASP lead at the US AI Safety Institute Consortium. An avid geek and marathon runner, he is passionate about enabling builders and defenders to create a safer future.
下载地址
相关推荐
AWS Certified Data Engineer Associate Study Guide: In-Depth Guidance and Practice
AI-Native Software Delivery: Proven Practices to Produce High-Quality Software Faster
Power System Protection with Artificial Intelligence Applications
Ultimate Excel with Power Query and ChatGPT: Master MS Excel’s Dynamic Lookup Functions, Generative AI, and Power Query
Practical Ansible Automation Handbook: An Ultimate Guide to Innovate, Accelerate, and Maximize Efficiency of IT Infrastructure
Modern Web Applications with Next.JS: Learn Advanced Techniques to Build and Deploy Modern, Scalable and Production Ready React Applications with Next.JS