Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach

The proposed deep transfer learning-based dependable IDS model uses a deep transfer learning-based residual neural network (P-ResNet) IDS that can train efficiently using only a small scale of target domain data and understand its impact with low computational capabilities.