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A large number of the most-subscribed YouTube channels target children of a very young age.
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Tubespam: Comment Spam Filtering on YouTube
T. C. Alberto, J. V. Lochter, and T. A. Almeida · 2015
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Going Deeper With Convolutions
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich · 2015
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Tensorflow: A system for Large-scale Machine Learning
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Deep Neural Networks for Youtube Recommendations
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KidsTube: Detection, Characterization and Analysis of Child Unsafe Content & Promoters on YouTube
R. Kaushal, S. Saha, P. Bajaj, and P. Kumaraguru · 2016
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YouTube: Most Subscribed Kids Content Channels
Statista · 2018
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YouTube Kids App is still Showing Disturbing Videos
P. Weston · 2018
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The Good, the Bad and the Bait: Detecting and Characterizing Clickbait on YouTube
S. Zannettou, S. Chatzis, K. Papadamou, and M. Sirivianos · 2018
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Combating the elsagate phenomenon: Deep learning architectures for disturbing cartoons
A. Ishikawa, E. Bollis, and S. Avila · 2019
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KidsGUARD: Fine Grained Approach for Child Unsafe Video Representation and Detection
S. Singh, R. Kaushal, A. B. Buduru, and P. Kumaraguru · 2019
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