Improving Anomaly Detection in IDS with Hybrid Auto Encoder-SVM and Auto Encoder-LSTM Models Using Resampling Methods. - Hesham Kamal; Maggie Mashaly (NILES, 2024)

Advanced Hybrid Transformer-CNN Deep Learning Model for Effective Intrusion Detection Systems with Class Imbalance Mitigation Using Resampling Techniques. - Hesham Kamal; Maggie Mashaly (Future Internet, 2024)