Xuanli He

Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering

Lingjuan Lyu, Jiong Jin, Sutharshan Rajasegarar et al. · IEEE Internet of Things Journal · 2017 · 113 citations

Cluster Computing, Fog-empowered Anomaly Detection, Iot Data Analytics +14

Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition

Lingjuan Lyu, Xuanli He, Yee Wei Law et al. · 2017 · 82 citations

Privacy Protection, Engineering, Machine Learning +20

Fog-Embedded Deep Learning for the Internet of Things

Lingjuan Lyu, James C. Bezdek, Xuanli He et al. · IEEE Transactions on Industrial Informatics · 2019 · 61 citations

Engineering, Machine Learning, Fog Computing Security +21

Model Extraction and Adversarial Transferability, Your BERT is Vulnerable!

Xuanli He, Lingjuan Lyu, Lichao Sun et al. · 2021 · 54 citations · Full text

Artificial Intelligence, Natural Language Processing, Large Ai Model +15

Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness

Lingjuan Lyu, Xuanli He, Yitong Li · 2020 · 50 citations · Full text

Deep Model, Privacy Protection, Engineering +20