A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly

arXiv:2312.02003v3 Announce Type: replace
Abstract: Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized natural language understanding and generation. They possess deep language comprehension, human-like text generation capabilities, contextual awareness, and robust problem-solving skills, making them invaluable in various domains (e.g., search engines, customer support, translation). In the meantime, LLMs have also gained traction in the security community, revealing security vulnerabilities and showcasing their potential in security-related tasks. This paper explores the intersection of LLMs with security and …

arxiv awareness bad bard capabilities chatgpt cs.ai cs.cr domains good human language language models large large language model llm llms making natural natural language privacy problem problem-solving security skills survey text the good understanding