Nov 19, 2023 · Our work proposes a taxonomy of security risks along the user-model communication pipeline and categorizes the attacks by target and attack type ...
Our work proposes a taxonomy of security risks along the user-model communication pipeline, explicitly focusing on prompt-based attacks on LLMs. We categorize ...
People also ask
What are the risks of large language models?
What is the taxonomy of risk models?
What is the taxonomy of cybersecurity risks?
What is the risk taxonomy of strategic risk?
This paper develops a comprehensive taxonomy of ethical and social risks associated with LMs. We identify twenty-one risks, drawing on expertise and literature ...
Figure 1: Examples of attacks on LLMs, their users, and third parties. Malicious behavior is colored red. software code generation. With additional LLM-.
This work proposes a taxonomy of security risks along the user-model communication pipeline and categorizes the attacks by target and attack type.
People also search for
Our work proposes a taxonomy of security risks along the user-model communication pipeline, explicitly focusing on prompt-based attacks on LLMs. We categorize ...
Sep 18, 2024 · Our work proposes a taxonomy of security risks along the user-model communication pipeline and categorizes the attacks by target and attack type ...
Our work proposes a taxonomy of security risks along the user-model communication pipeline and categorizes the attacks by target and attack type alongside the ...
Sep 17, 2024 · Through this taxonomy, we aim to inform the development of robust and secure LLM applications, enhancing their safety and trustworthiness. INDEX ...
This document aims to align the industry by defining key terms related to Large Language Model (LLM) risks and threats.