A Unified Network for Detecting Out-Of-Context Information Using Generative Synthetic Data

Author:

Nguyen Van-Loc1ORCID,Nguyen Bao-Tin1ORCID,Nguyen Thanh-Son1ORCID,Dang-Nguyen Duc-Tien2ORCID,Tran Minh-Triet1ORCID

Affiliation:

1. University of Science, VNUHCM, Ho Chi Minh City, Vietnam

2. University of Bergen, Bergen, Norway

Funder

Vingroup Innovation Foundation (VinIF)

Publisher

ACM

Reference22 articles.

1. Tankut Akgul, Tugce Erkilic Civelek, Deniz Ugur, and Ali C. Begen. 2021. COSMOS on Steroids: a Cheap Detector for Cheapfakes. In Proceedings of the 12th ACM Multimedia Systems Conference (MMSys '21). ACM. https://doi.org/10.1145/ 3458305.3479968

2. Shivangi Aneja, Chris Bregler, and Matthias Nießner. 2021. COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning. In ArXiv preprint arXiv:2101.06278.

3. Shivangi Aneja, Cise Midoglu, Duc-Tien Dang-Nguyen, Michael Alexander Riegler, Pål Halvorsen, Matthias Nießner, Balu Adsumilli, and Chris Bregler. 2021. MMSys'21 Grand Challenge on Detecting Cheapfakes. CoRR abs/2107.05297 (2021). arXiv:2107.05297 https://arxiv.org/abs/2107.05297

4. Shivangi Aneja, Cise Midoglu, Duc-Tien Dang-Nguyen, Sohail Ahmed Khan, Michael Riegler, Pål Halvorsen, Chris Bregler, and Balu Adsumilli. 2022. ACM Multimedia Grand Challenge on Detecting Cheapfakes. arXiv:2207.14534 [cs.MM]

5. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. arXiv:2005.14165 [cs.CL]

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Hybrid Approach for Cheapfake Detection Using Reputation Checking and End-To-End Network;Proceedings of the 1st Workshop on Security-Centric Strategies for Combating Information Disorder;2024-07

2. Overview of the Grand Challenge on Detecting Cheapfakes at ACM ICMR 2024;Proceedings of the 2024 International Conference on Multimedia Retrieval;2024-05-30

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