Context Injection Attacks On Large Language Models Exposed
Large language models vulnerable to "context injection attacks" where input prompts are manipulated to generate harmful or malicious content. Researchers propose defenses & mitigation strategies to protect against such attacks.
This is a Plain English Papers summary of a research paper called Context Injection Attacks on Large Language Models. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper examines "context injection attacks" on large language models (LLMs) - techniques that can be used to manipulate the output of these AI systems by carefully crafting the input prompts. The researchers demonstrate how these attacks can be used to hijack the behavior of LLMs and make them generate harmful or malicious content. They also p...