Online Shift Detection and Conformal Adaptation for Deployed Safety Classifiers

arXiv:2606.11949 · cs.LG, cs.CR, stat.ML · Submitted 2026-06-10 · Read on arXiv

cs.LG, cs.CR, stat.ML

Submitted: 2026-06-10

Updated: 2026-10-25

Terminology

• Decoder — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Conformal Prediction — 1× in this paper · explained in 11 episodes
• Embeddings — 1× in this paper · explained in 2 episodes

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