no code implementations • 3 Jan 2024 • Yuzhou Yang, Yangming Zhou, Qichao Ying, Zhenxing Qian, Dan Zeng, Liang Liu
This paper reviews and summarizes the research results on fact-based fake news from the perspectives of tasks and problems, algorithm strategies, and datasets.
no code implementations • 1 Jan 2024 • Xuntao Liu, Yuzhou Yang, Qichao Ying, Zhenxing Qian, Xinpeng Zhang, Sheng Li
We observe that humans tend to discern the authenticity of an image based on both semantic and high-frequency information, inspired by which, the proposed framework leverages rich semantic knowledge from pre-trained visual foundation models to assist IML.
no code implementations • 3 Apr 2023 • Yangming Zhou, Yuzhou Yang, Qichao Ying, Zhenxing Qian, Xinpeng Zhang
The easy sharing of multimedia content on social media has caused a rapid dissemination of fake news, which threatens society's stability and security.