Prototype Network

Redefining DDoS Attack Detection Using A Dual-Space Prototypical Network-Based Approach

Authors: Fernando Martinez, Mariyam Mapkar, Ali Alfatemi, Mohamed Rahouti, Yufeng Xin, Kaiqi Xiong, Nasir Ghani | Published: 2024-06-04
DDoS Attack Detection
Few-Shot Learning
Prototype Network

Decentralised and collaborative machine learning framework for IoT

Authors: Martín González-Soto, Rebeca P. Díaz-Redondo, Manuel Fernández-Veiga, Bruno Rodríguez-Castro, Ana Fernández-Vilas | Published: 2023-12-19
Online Learning
Prototype Network
Federated Learning

A Security Verification Framework of Cryptographic Protocols Using Machine Learning

Authors: Kentaro Ohno, Misato Nakabayashi | Published: 2023-04-26
Security Analysis
Training Protocol
Prototype Network