OWASP Top 10 for Large Language Model Applications, OWASP Foundation, 2023 (OWASP Foundation) - This guide identifies and addresses the most critical security vulnerabilities specific to large language model applications, covering many threats mentioned in the section.
Artificial Intelligence Risk Management Framework (AI RMF 1.0), National Institute of Standards and Technology (NIST), 2023NIST AI 100-1 (National Institute of Standards and Technology) - Provides a comprehensive framework for managing risks in AI systems, including security considerations applicable to LLMOps systems and workflows.
Applied AI Security: Protecting AI Models from Adversarial Attacks, Alex Cheang, Alex Huang, and Kyla Singh, 2024 (O'Reilly Media) - This book offers practical defense strategies against various AI security threats, such as data poisoning and model extraction, pertinent to LLM operational security.