Federated learning for reliable model updates in network-based intrusion detection

RR dos Santos, EK Viegas, AO Santin, P Tedeschi - Computers & Security, 2023 - Elsevier
Abstract Machine Learning techniques for network-based intrusion detection are widely
adopted in the scientific literature. Besides being highly variable, network traffic behavior …

Federated learning for reliable model updates in network-based intrusion detection

RR dos Santos, EK Viegas, AO Santin, P Tedeschi - 2023 - dl.acm.org
Abstract Machine Learning techniques for network-based intrusion detection are widely
adopted in the scientific literature. Besides being highly variable, network traffic behavior …

[PDF][PDF] Federated learning for reliable model updates in network-based intrusion detection

RR dos Santos, EK Viegas, AO Santin… - Computers & …, 2023 - secplab.ppgia.pucpr.br
Machine Learning techniques for network-based intrusion detection are widely adopted in
the scientific literature. Besides being highly variable, network traffic behavior changes over …