MS-ZeroWall: Detecting Zero-Day Multi-Step Attack in Smart Home using VAE and HMM

Federated learning with self-updating server parameters for smart home intrusion detection in Non-IID environments

J Wang, T Yang, W Chen, H Deng, Q Huang… - Expert Systems with …, 2025 - Elsevier
Federated Learning (FL) has been widely applied in Intrusion Detection Systems (IDS) for
the smart home due to its advantages in data privacy protection. However, as the variety and …
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