Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation

While automated content-moderation systems have become essential for screening harmful content at scale, conventional task-specific classifiers often provide limited policy cov- erage and contextual understanding. Recently, commercial multimodal moderation APIs built on large foundation models have ...