LLM Security Engineering: Red Teaming, Prompt Injection Defense, and OWASP GenAI Top-10 Compliance

ChatStick Team

May 2026 · ChatStick Team

Ebook

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About this ebook

Discover the definitive guide to securing your enterprise artificial intelligence systems with LLM Security Engineering. As large language models (LLMs) like ChatGPT become integrated into enterprise workflows, RAG pipelines, and autonomous agents, the cybersecurity attack surface has exponentially increased. This comprehensive book bridges the critical gap between theoretical AI safety and practical, deployable defensive controls. Written specifically for security engineers, penetration testers, and AI developers, this playbook thoroughly maps out the emerging threat landscape, focusing on both the OWASP GenAI Top-10 and the cutting-edge Agentic AI Top-10 frameworks. You will learn how to systematically execute structured red team engagements against LLM systems using powerful open-source tools like promptfoo and Garak. Master the techniques to detect, mitigate, and block devastating direct and indirect prompt injection attacks at the application, retrieval, and infrastructure layers. Go beyond basic vulnerabilities to harden complex multi-agent orchestration systems, protect intellectual property from model extraction, and secure your entire AI supply chain against dataset poisoning. Furthermore, the book guides you through designing a robust Enterprise AI Security Program, complete with initial risk assessments, continuous monitoring strategies, and specialized incident response playbooks tailored for AI security breaches. Whether you are safeguarding a single customer-facing chatbot or defending a fleet of autonomous AI agents, LLM Security Engineering equips you with the adversarial red team mindset and the rigorous engineering methodologies required to stay ahead of malicious actors in the rapidly evolving world of Generative AI.

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About the author

About the Author

Our dedicated team of historians, researchers, and writers at ChatStick has come together to bring you an exceptional series on world history. With a shared passion for knowledge and a deep appreciation for the rich tapestry of human history, we are committed to crafting engaging and insightful books that transport readers through time.

Led by our team leader, Choochai Thianthae, who holds a wealth of experience in historical research and writing, our team is driven by a collective vision to make history accessible and captivating for readers of all backgrounds. We believe that understanding the past is crucial to understanding our present and shaping a better future.

Inspiration for our series stems from the awe-inspiring stories, events, and individuals who have shaped civilizations across the globe. We draw inspiration from the courage of ancient warriors, the intellectual brilliance of philosophers, the artistic genius of visionaries, and the indomitable spirit of those who fought for justice and equality.

Our team combines rigorous research with a commitment to storytelling, ensuring that our books not only present facts but also breathe life into the characters, cultures, and events of the past. We strive to provide a holistic view of history, encompassing political, social, economic, and cultural aspects, enabling readers to develop a comprehensive understanding of the world's intricate historical tapestry.

We are inspired by the belief that history is a powerful tool for personal growth and societal progress. Through our books, we aim to ignite curiosity, foster critical thinking, and encourage a deep appreciation for the diverse stories and experiences that have shaped human civilization.

Join us on this exciting journey through time as we unravel the mysteries, triumphs, and lessons of our shared past. The ChatStick Team is honored to share this series with you, and we hope that our books inspire a lifelong love for history and a greater understanding of the world we inhabit.

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About the Author Our dedicated team of historians, researchers, and writers at ChatStick has come together to bring you an exceptional series on world history. With a shared passion for knowledge and a deep appreciation for the rich tapestry of human history, we are committed to crafting engaging...

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