Guanghui Li

Outlier Detection in Wireless Sensor Networks Using Model Selection-Based Support Vector Data Descriptions

2018 · Sensors

Wireless sensor networks (WSNs) are often deployed in harsh and unattended environments, which may cause the generation of abnormal or low quality data. The inaccurate and unreliable sensor data may increase generation of false alarms …

From Membership-Privacy Leakage to Quantum Machine Unlearning

2025 · arXiv (Cornell University)

Quantum machine learning (QML) has the potential to achieve quantum advantage for specific tasks by combining quantum computation with classical machine learning (ML). In classical ML, a significant challenge is membership-privacy leakage, whereby an attacker …