Ghostbuster Detects AI-Generated Text With 99% Accuracy
Ghostbuster detects AI-generated text with 99% accuracy by analyzing features from multiple language models without needing access to the target model's internals. It outperforms existing detectors like DetectGPT and GPTZero in various tests.
This is a Plain English Papers summary of a research paper called Ghostbuster: Detecting Text Ghostwritten by Large Language Models. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview Ghostbuster is a new system for detecting AI-generated text. It works by passing documents through multiple language models, analyzing their features, and then training a classifier to predict if the text was generated by AI. Ghostbuster doesn't require access to the internal workings of the target AI model, making it useful for det...