The Developer's Playbook for Large Language Model Security

The Developer's Playbook for Large Language Model Security

by Steve Wilson
Publication Date: 03/09/2024

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Large language models (LLMs) are not just shaping the trajectory of AI, they're also unveiling a new era of security challenges. This practical book takes you straight to the heart of these threats. Author Steve Wilson, chief product officer at Exabeam, focuses exclusively on LLMs, eschewing generalized AI security to delve into the unique characteristics and vulnerabilities inherent in these models.


Complete with collective wisdom gained from the creation of the OWASP Top 10 for LLMs list—a feat accomplished by more than 400 industry experts—this guide delivers real-world guidance and practical strategies to help developers and security teams grapple with the realities of LLM applications. Whether you're architecting a new application or adding AI features to an existing one, this book is your go-to resource for mastering the security landscape of the next frontier in AI.


You'll learn:



  • Why LLMs present unique security challenges

  • How to navigate the many risk conditions associated with using LLM technology

  • The threat landscape pertaining to LLMs and the critical trust boundaries that must be maintained

  • How to identify the top risks and vulnerabilities associated with LLMs

  • Methods for deploying defenses to protect against attacks on top vulnerabilities

  • Ways to actively manage critical trust boundaries on your systems to ensure secure execution and risk minimization

ISBN:
9781098162160
9781098162160
Category:
Mathematical theory of computation
Publication Date:
03-09-2024
Language:
English
Publisher:
O'Reilly Media
Steve Wilson

Steve lifelong love affair with reptiles has taken him to some of Australia most remote places. For the past 30 years he has been working to compile a comprehensive photographic documentation of Australia reptiles.

He has authored/co-authored more than 5 books, including A Field Guide to Reptiles, What Snake is That, and What Lizard is That and has written many magazine articles on reptiles. For the past 20 years Steve has worked at the Queensland Museum, educating the public, identifying their specimens and (hopefully) instilling a desire to conserve our unique biological heritage.

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