Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks

Author:

Wu Jiaying1ORCID,Guo Jiafeng2ORCID,Hooi Bryan1ORCID

Affiliation:

1. National University of Singapore, Singapore, Singapore

2. University of Chinese Academy of Sciences & Institute of Computing Technology, CAS, Beijing, China

Publisher

ACM

Reference69 articles.

1. Oluwaseun Ajao Deepayan Bhowmik and Shahrzad Zargari. 2019. Sentiment Aware Fake News Detection on Online Social Networks. In ICASSP. 2507--2511.

2. Social Media and Fake News in the 2016 Election

3. Bárbara G. Amado, Ramón Arce, and Francisca Fariña. 2015. Undeutsch hypothesis and Criteria Based Content Analysis: A meta-analytic review. The European Journal of Psychology Applied to Legal Context, Vol. 7, 1 (2015), 3--12.

4. Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil and Hannaneh Hajishirzi. 2024. Self-RAG: Learning to Retrieve Generate and Critique through Self-Reflection. In ICLR.

5. Philipp Bachmann, Mark Eisenegger, and Diana Ingenhoff. 2021. Defining and Measuring News Media Quality: Comparing the Content Perspective and the Audience Perspective. The International Journal of Press/Politics, Vol. 27 (2021).

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