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03/09/2023
Enhancing Peak Network Traffic Prediction via Time-Series Decomposition
For network administration and maintenance, it is critical to anticipate...
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10/13/2022
Secure Multiparty Computation for Synthetic Data Generation from Distributed Data
Legal and ethical restrictions on accessing relevant data inhibit data s...
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05/23/2022
PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
Group fairness ensures that the outcome of machine learning (ML) based d...
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02/05/2022
Training Differentially Private Models with Secure Multiparty Computation
We address the problem of learning a machine learning model from trainin...
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03/12/2020
Inline Detection of DGA Domains Using Side Information
Malware applications typically use a command and control (C C) server ...
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05/03/2019