IEEE

TMG-GAN: Generative Adversarial Networks-Based Imbalanced Learning for Network Intrusion Detection

Abstract: Internet of Things (IoT) devices are large in number, widely distributed, weak in protection ability, and vulnerable to various malicious attacks. Intrusion detection technology can provide ...
IEEE

Privacy-Preserving Federated Learning for Intrusion Detection in IoT Environments: A Survey

Abstract: With the rapid development of artificial intelligence and a new generation of network technologies, the Internet of Things (IoT) is expanding worldwide. Malicious agents consistently exploit ...