CHAITok: A Proof-of-Concept System Supporting Children's Sense of Data Autonomy on Social Media

G Wang, J Zhao, SK Johnston, Z Zhang… - Proceedings of the CHI …, 2024 - dl.acm.org
Social media has become a primary source of entertainment and education for children
globally. While much attention has been given to children's online well-being, a pressing …

Protecting our Children from the Dark Corners of YouTube: A Cutting-Edge Analysis

S Aggarwal, DK Vishwakarma - 2023 4th IEEE Global …, 2023 - ieeexplore.ieee.org
Kids of all ages are among the hundreds of thousands who regularly consume gigabytes of
content on platforms such as YouTube. Of late, YouTube has seen an explosion in the …

A Novel Approach for Inappropriate Content Detection and Classification of Youtube Videos using Deep Learning

Y Vishal, JU Bhaskar, R Yaswanthreddy… - … on Applied Artificial …, 2024 - ieeexplore.ieee.org
The rapid expansion of YouTube videos has attracted billions of viewers, the majority of
whom are young. Nevertheless, fraudulent uploaders also take advantage of this site to …

CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification

J Shi, X Shen, K Zhao, X Wang, V Wen… - Proceedings of the 33rd …, 2024 - dl.acm.org
Dense features, customized for different business scenarios, are essential in short video
classification. However, their complexity, specific adaptation requirements, and high …

Product Spam on YouTube: A Case Study

J Bevendorff, M Wiegmann, M Potthast… - Proceedings of the 2024 …, 2024 - dl.acm.org
YouTube videos are a popular medium for online product reviews. They are not only
informative and entertaining, but may also be perceived as quite credible under the viewer's …

Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion

SH Ahmed, MJ Khan, G Sukthankar - arXiv preprint arXiv:2405.06128, 2024 - arxiv.org
Due to the rise in video content creation targeted towards children, there is a need for robust
content moderation schemes for video hosting platforms. A video that is visually benign may …

The Potential of Vision-Language Models for Content Moderation of Children's Videos

SH Ahmed, S Hu, G Sukthankar - … International Conference on …, 2023 - ieeexplore.ieee.org
Natural language supervision has been shown to be effective for zero-shot learning in many
computer vision tasks, such as object detection and activity recognition. However …