Xiaoning Liu

According to our database, Xiaoning Liu authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

OblivGNN: Oblivious Inference on Transductive and Inductive Graph Neural Network.

Zhibo Xu, Shangqi Lai, Xiaoning Liu, Alsharif Abuadbba, Xingliang Yuan, Xun Yi

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning.

Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott

Comput. Secur., October, 2023

Securely Outsourcing Neural Network Inference to the Cloud With Lightweight Techniques.

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, Xun Yi

IEEE Trans. Dependable Secur. Comput., 2023

2022

Leia: A Lightweight Cryptographic Neural Network Inference System at the Edge.

Xiaoning Liu, Bang Wu, Xingliang Yuan, Xun Yi

IEEE Trans. Inf. Forensics Secur., 2022

Privacy-Preserving Collaborative Analytics on Medical Time Series Data.

Xiaoning Liu, Yifeng Zheng, Xun Yi, Surya Nepal

IEEE Trans. Dependable Secur. Comput., 2022

Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization.

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, Xun Yi

J. Comput. Secur., 2022

MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning.

Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott

CoRR, 2022

2021

[inline-graphic not available: see fulltext] : Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service.

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, Xun Yi

Proceedings of the Computer Security - ESORICS 2021, 2021

2019

Privacy-Preserving Collaborative Medical Time Series Analysis Based on Dynamic Time Warping.

Xiaoning Liu, Xun Yi

Proceedings of the Computer Security - ESORICS 2019, 2019

2018

Towards Privacy-Preserving Forensic Analysis for Time-Series Medical Data.

Xiaoning Liu, Xingliang Yuan, Joseph K. Liu

Proceedings of the 17th IEEE International Conference On Trust, 2018

2017

EncSIM: An encrypted similarity search service for distributed high-dimensional datasets.

Xiaoning Liu, Xingliang Yuan, Cong Wang

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Enabling Privacy-assured Mobile Advertisement Targeting and Dissemination.

Zhenkui Shi, Xiaoning Liu, Xingliang Yuan

Proceedings of the Fifth ACM International Workshop on Security in Cloud Computing, 2017