Combating Online Misinformation Videos: Characterization, Detection, and Future Directions

Author:

Bu Yuyan1ORCID,Sheng Qiang2ORCID,Cao Juan1ORCID,Qi Peng2ORCID,Wang Danding2ORCID,Li Jintao2ORCID

Affiliation:

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

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

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Project of Chinese Academy of Sciences

Publisher

ACM

Reference88 articles.

1. Malicious inter-frame video tampering detection in MPEG videos using time and spatial domain analysis of quantization effects

2. Sara Abdali . 2022. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities. arXiv:2203.13883 ( 2022 ). Sara Abdali. 2022. Multi-modal Misinformation Detection: Approaches, Challenges and Opportunities. arXiv:2203.13883 (2022).

3. Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources

4. Ronak Agrawal and Dilip Kumar Sharma . 2021 . A Survey on Video-Based Fake News Detection Techniques . In 2021 8th International Conference on Computing for Sustainable Global Development. 663--669 . Ronak Agrawal and Dilip Kumar Sharma. 2021. A Survey on Video-Based Fake News Detection Techniques. In 2021 8th International Conference on Computing for Sustainable Global Development. 663--669.

5. Omar Ismael Al-Sanjary , Ahmed Abdullah Ahmed , Adam Amril Bin Jaharadak , Musab AM Ali , and Hewa Majeed Zangana . 2018 . Detection Clone An Object Movement Using An Optical Flow Approach. In 2018 IEEE Symposium on Computer Applications & Industrial Electronics. IEEE, 388--394 . Omar Ismael Al-Sanjary, Ahmed Abdullah Ahmed, Adam Amril Bin Jaharadak, Musab AM Ali, and Hewa Majeed Zangana. 2018. Detection Clone An Object Movement Using An Optical Flow Approach. In 2018 IEEE Symposium on Computer Applications & Industrial Electronics. IEEE, 388--394.

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3. Preventing and Detecting Misinformation Generated by Large Language Models;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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