Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks

Fernando Martinez-Lopez, Lesther Santana, Mohamed Rahouti

Network intrusion detection systems face significant challenges in identifying emerging attack patterns, especially when limited data samples are available. To address this, we pro…