MAD '23Workshop: Multimedia AI against Disinformation

ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval(2023)

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摘要
With recent advancements in synthetic media manipulation and generation, verifying multimedia content posted online has become increasingly difficult. Additionally, the malicious exploitation of AI technologies by actors to disseminate disinformation on social media, and more generally the Web, at an alarming pace poses significant threats to society and democracy. Therefore, the development of AI-powered tools that facilitate media verification is urgently needed. The MAD '23 workshop aims to bring together individuals working on the wider topic of detecting disinformation in multimedia to exchange their experiences and discuss innovative ideas, attracting people with varying backgrounds and expertise. The research areas of interest include identifying manipulated and synthetic content in multimedia, as well as examining the dissemination of disinformation and its impact on society. The multimedia aspect is very important since content most often contains a mix of modalities and their joint analysis can boost the performance of verification methods.
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关键词
disinformation detection, artificial intelligence, fact-checking, multimedia forensics, audio forensics, bot detection
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