Latent space probing on CogVideoX achieves 97.29% F1 for adult content detection on a new 11k-clip dataset with 4-6ms overhead.
Video deepfake abuse: How company choices predictably shape misuse patterns
2 Pith papers cite this work. Polarity classification is still indexing.
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An empirical study of 4chan and Reddit data shows that users of varying technical skill share primary resources for SNCII creation and secondary resources for dissemination, with knowledge transfer from experts to newcomers enabling spread.
citing papers explorer
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Latent Space Probing for Adult Content Detection in Video Generative Models
Latent space probing on CogVideoX achieves 97.29% F1 for adult content detection on a new 11k-clip dataset with 4-6ms overhead.
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Characterizing Resource Sharing Practices on Underground Internet Forum Synthetic Non-Consensual Intimate Image Content Creation Communities
An empirical study of 4chan and Reddit data shows that users of varying technical skill share primary resources for SNCII creation and secondary resources for dissemination, with knowledge transfer from experts to newcomers enabling spread.