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Rauf Izmailov

Model-agnostic clean-label backdoor mitigation in cybersecurity environments

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Jul 11, 2024
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Minimax Defense against Gradient-based Adversarial Attacks

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Feb 04, 2020
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Privacy Leakage Avoidance with Switching Ensembles

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Nov 18, 2019
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Membership Model Inversion Attacks for Deep Networks

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Oct 09, 2019
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A Random Subspace Technique That Is Resistant to a Limited Number of Features Corrupted by an Adversary

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Feb 19, 2019
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AutoGAN: Robust Classifier Against Adversarial Attacks

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Dec 08, 2018
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Detection under Privileged Information

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Mar 31, 2018
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Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications

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Oct 13, 2014
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Constructive Setting of the Density Ratio Estimation Problem and its Rigorous Solution

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Jun 15, 2013
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