Tag: prototypical networks

Researchers have combined prototypical few-shot learning with adversarial training to build an IoT intrusion detection system that learns attacks from ...

Researchers in China built a prototypical network-based few-shot learning framework that reproduces expert consensus severity stratification in newly diagnosed Crohn's ...

A new federated learning framework called FedCAMP-IDS detects known and zero-day cyberattacks across heterogeneous IoT networks with up to 99.16 ...

Researchers have developed DiffProNet, a framework that applies diffusion-inspired feature-space denoising to prototypical networks, achieving competitive few-shot fine-grained image classification ...