Search Results for author: Fatma Shalabi

Found 2 papers, 0 papers with code

Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation

no code implementations29 Jan 2024 Fatma Shalabi, Huy H. Nguyen, Hichem Felouat, Ching-Chun Chang, Isao Echizen

Misinformation has become a major challenge in the era of increasing digital information, requiring the development of effective detection methods.

Misinformation Synthetic Data Generation

Leveraging Chat-Based Large Vision Language Models for Multimodal Out-Of-Context Detection

no code implementations22 Jan 2024 Fatma Shalabi, Hichem Felouat, Huy H. Nguyen, Isao Echizen

In this paper, we investigate the ability of LVLMs to detect multimodal OOC and show that these models cannot achieve high accuracy on OOC detection tasks without fine-tuning.

Image Classification Text Generation

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