Practical Introduction to AI/ML Security: Fundamentals, LLM Internals, and Threats
English summary
The article provides a practical introduction to artificial intelligence and machine learning fundamentals, then explains the inner workings of large language models (LLMs), and finally examines the security risks that come with these technologies.
Chinese summary
本文提供了人工智能和机器学习基础的实用入门，随后解释了大语言模型的内部工作原理，最后探讨了这些技术带来的安全风险。
Key points
Introduces core AI and machine learning concepts for beginners.
为初学者介绍核心AI和机器学习概念。
Explains the internal architecture and functioning of large language models.
解释大语言模型的内部架构和功能。
Highlights potential security vulnerabilities associated with AI/ML systems.
强调与AI/ML系统相关的潜在安全漏洞。