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09/23/2022
Smart Active Sampling to enhance Quality Assurance Efficiency
We propose a new sampling strategy, called smart active sapling, for qua...
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10/16/2020
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series
Despite the many attempts and approaches for anomaly detection explored ...
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03/03/2020
EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis
The application of unsupervised learning approaches, and in particular o...
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03/03/2020
A Survey on Big Data for Network Traffic Monitoring and Analysis
Network Traffic Monitoring and Analysis (NTMA) represents a key componen...
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03/03/2020
DeepMAL – Deep Learning Models for Malware Traffic Detection and Classification
Robust network security systems are essential to prevent and mitigate th...
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03/03/2020
Two Decades of AI4NETS-AI/ML for Data Networks: Challenges Research Directions
The popularity of Artificial Intelligence (AI) – and of Machine Learning...
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01/24/2020