Xinhan Lin

Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection

In high-stakes sectors such as network security, IoT security, accurately distinguishing between normal and anomalous data is critical due to the significant implications for operational success and safety in decision-making. The complexity is exacerbated by the presence of unlabeled data and the op…