To address the style-related vulnerability of text-based detectors, we introduce SheepDog, a style-robust approach that consistently recognizes trustworthy ...
Aug 24, 2024 · We introduce SheepDog, a style-robust fake news detector that prioritizes content over style in determining news veracity.
Oct 16, 2023 · We introduce SheepDog, a style-robust fake news detector that prioritizes content over style in determining news veracity.
SheepDog is introduced, a style-robust fake news detector that prioritizes content over style in determining news veracity, and achieves this resilience ...
Aug 31, 2024 · Wu and Hooi [30] proposed SheepDog as a solution to counteract the deterioration of existing detection methods after LLM Style Attacks, where ...
To address this, we introduce SheepDog, a style-robust fake news detector that prioritizes content over style in determining news veracity. SheepDog achieves ...
We introduce SheepDog, a style-agnostic fake news detector robust to news writing styles. SheepDog achieves this adaptability through LLM-empowered news ...
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks. https://doi.org/10.1145/3637528.3671977.
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks. J. Wu, and B. Hooi. CoRR, (2023 ).
Duration: 2:39
Posted: Jul 18, 2024
Posted: Jul 18, 2024