13 citations · 21 across the 3 of their papers we have counts for
3 papers
cs.CR2022★ 3 cited
Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes
Shaleeza Sohail, Zongwen Fan, Xin Gu +1
In recent years cybersecurity has become a major concern in adaptation of smart applications. Specially, in smart homes where a large number of IoT devices are used having a secure…
cs.LG2022★ 13 cited
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data
Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu +3
Anomaly detection for indoor air quality (IAQ) data has become an important area of research as the quality of air is closely related to human health and well-being. However, tradi…
cs.LG2022★ 5 cited
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection
Wen Xu, Julian Jang-Jaccard, Tong Liu +1
The network intrusion detection task is challenging because of the imbalanced and unlabeled nature of the dataset it operates on. Existing generative adversarial networks (GANs), a…