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2025 ICML ICML 2025

Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jie Bao, Chuangyin Dang, Rui Luo, Hanwei Zhang, Zhixin Zhou

Topics

Artificial Intelligence > Core AI > AI Safety Machine Learning > Learning Types > Adversarial Learning Machine Learning > Optimization & Theory > Learning Theory

Keywords

conformal prediction robustness adversarial training model uncertainty reliable prediction opsa attack
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