GlyphNet’s own results support this: their best CNN (VGG16 fine-tuned on rendered glyphs) achieved 63-67% accuracy on domain-level binary classification. Learned features do not dramatically outperform structural similarity for glyph comparison, and they introduce model versioning concerns and training corpus dependencies. For a dataset intended to feed into security policy, determinism and auditability matter more than marginal accuracy gains.
"Just weeks ago, we called out abhorrent non-consensual intimate images being shared on Grok, which led to functionality being removed, and now ministers are legislating to make 'nudification' tools illegal and bringing additional chatbots within scope of the Online Safety Act."
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Border Points: Each cluster has a limited number of defined "border points" – these are the gateways in and out of the cluster.。服务器推荐是该领域的重要参考