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Jean-Charles Verdier
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Unsupervised Learning
Deep Learning
Anomaly Detection
Network Anomaly Detection
Top Venues
CoRR
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Publications
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D'Jeff K. Nkashama
,
Jordan Masakuna Félicien
,
Arian Soltani
,
Jean-Charles Verdier
,
Pierre-Martin Tardif
,
Marc Frappier
,
Froduald Kabanza
Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation.
CoRR
(2024)
D'Jeff Kanda Nkashama
,
Arian Soltani
,
Jean-Charles Verdier
,
Marc Frappier
,
Pierre-Martin Tardif
,
Froduald Kabanza
Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems.
CoRR
(2022)
Maxime Alvarez
,
Jean-Charles Verdier
,
D'Jeff K. Nkashama
,
Marc Frappier
,
Pierre-Martin Tardif
,
Froduald Kabanza
A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms.
CoRR
(2022)