Factual yet One-Sided: Stance Poisoning and Evidence Balancing in Retrieval-Augmented Generation

The stance expressed in responses from retrieval-augmented generation systems is significantly influenced by the stance distribution of the retrieved materials. Existing research on knowledge poisoning has primarily targeted factual errors. In contrast, this study focuses on injection attacks in...

Talos Targets Disinformation with Fake News Challenge Victory

This post was authored by Sean Baird with contributions by Doug Sibley and Yuxi PanExecutive SummaryFor the past several months, the problem of “fake news” has been abuzz in news headlines, tweets, and social media posts across the web. With historical roots in information warfare and...