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2310.10655
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Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification
5 September 2023
Jacopo Talpini
Fabio Sartori
Marco Savi
Re-assign community
ArXiv
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Papers citing
"Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification"
3 / 3 papers shown
Title
Generalized Out-of-Distribution Detection: A Survey
Jingkang Yang
Kaiyang Zhou
Yixuan Li
Ziwei Liu
171
870
0
21 Oct 2021
A Novel Open Set Energy-based Flow Classifier for Network Intrusion Detection
Manuela M. C. Souza
Camila F. T. Pontes
J. Gondim
Luis P. F. Garcia
Luiz DaSilva
M. Marotta
8
2
0
23 Sep 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,042
0
06 Jun 2015
1