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07/18/2023
Application of BadNets in Spam Filters
Spam filters are a crucial component of modern email systems, as they he...
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03/07/2023
Path Planning Under Uncertainty to Localize mmWave Sources
In this paper, we study a navigation problem where a mobile robot needs ...
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02/02/2023
Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access
Fair machine learning methods seek to train models that balance model pe...
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06/29/2022
Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale
The success of DNNs is driven by the counter-intuitive ability of over-p...
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11/04/2020
Detecting Backdoors in Neural Networks Using Novel Feature-Based Anomaly Detection
This paper proposes a new defense against neural network backdooring att...
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02/19/2020