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Workshop
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Smoothing-Based Adversarial Defense Methods for Inverse Problems
Yang Sun · Jonathan Scarlett
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Poster
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Wed 11:00
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Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
Vaclav Voracek
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Workshop
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Robust one-shot spectroscopic multi-component gas mixture detection via randomized smoothing
Mohamed Sy · Emad Al Ibrahim · Aamir Farooq
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Poster
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Wed 11:00
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Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
Weizhi Gao · Zhichao Hou · Han Xu · Xiaorui Liu
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Poster
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Wed 16:30
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Certified Adversarial Robustness via Randomized α-Smoothing for Regression Models
Aref Rekavandi · Farhad Farokhi · Olga Ohrimenko · Benjamin Rubinstein
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Workshop
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Rethinking Randomized Smoothing from the Perspective of Scalability
Sukrit Jindal · Devansh Bhardwaj · Anupriya Kumari
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Poster
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Wed 11:00
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Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
Saiyue Lyu · Shadab Shaikh · Frederick Shpilevskiy · Evan Shelhamer · Mathias Lécuyer
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