EDGE-Shield performs reference-based violative content filtering inside the denoising loop of generative models, cutting latency by 50-79% while preserving accuracy.
In: Computing Research Repository (CoRR) (2025)
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EDGE-Shield: Efficient Denoising-staGE Shield for Violative Content Filtering via Scalable Reference-Based Matching
EDGE-Shield performs reference-based violative content filtering inside the denoising loop of generative models, cutting latency by 50-79% while preserving accuracy.