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adversarial robustness 1dual teacher 1image classification 1information bottleneck 1knowledge distillation 1

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1 paper

cs.LG2026

Improving the Robustness/Accuracy Tradeoff Against Adversarial Attacks Using Information Bottleneck Distillation Through Dual Teachers

Vincent Ryusuke Takahashi, Yoshinari Takeishi, Jun'ichi Takeuchi +1

The paper extends information bottleneck distillation by adding a clean‑trained teacher alongside a robust teacher, using cross‑layer attention to improve both clean accuracy and a…