A Network Intrusion Detection System with Broadband WO3–x/WO3–x‐Ag/WO3–x Optoelectronic Memristor

• Published in: Advanced functional materials Vol. 34; no. 23
• Main Authors: Yang, Wenhao, Kan, Hao, Shen, Guozhen, Li, Yang
• Format: Journal Article
• Language: English
• Published: Hoboken Wiley Subscription Services, Inc 06.06.2024
• Subjects: Artificial neural networks; Broadband; Central processing units; CPUs; intrusion detection system; Intrusion detection systems; KDDCup‐99 dataset; Memristors; neural network; optoelectronic memristor; Optoelectronics; Power consumption; Power management; WO3–x

Real‐time intrusion detection system based on the von Neumann architecture struggle to balance low power consumption and high computing speed. In this work, a strategy for network intrusion detection system based on the WO3–x/WO3–x‐Ag/WO3–x structured optoelectronic memristor overcoming the aforemen...