Qiao Zhang

According to our database, Qiao Zhang authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models.

Zhirui Zeng, Tao Xiang, Shangwei Guo, Jialing He, Qiao Zhang, Guowen Xu, Tianwei Zhang

IEEE Trans. Inf. Forensics Secur., 2024

Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference.

Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu

CoRR, 2024

From Individual Computation to Allied Optimization: Remodeling Privacy-Preserving Neural Inference with Function Input Tuning.

Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu

Proceedings of the IEEE Symposium on Security and Privacy, 2024

SPOT: Structure Patching and Overlap Tweaking for Effective Pipelining in Privacy-Preserving MLaaS with Tiny Clients.

Xiangrui Xu, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

MOSAIC: A Prune-and-Assemble Approach for Efficient Model Pruning in Privacy-Preserving Deep Learning.

Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

United We Stand: Accelerating Privacy-Preserving Neural Inference by Conjunctive Optimization with Interleaved Nexus.

Qiao Zhang, Tao Xiang, Chunsheng Xin, Hongyi Wu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Privacy-Preserving Machine Learning as a Service: Challenges and Opportunities.

Qiao Zhang, Tao Xiang, Yifei Cai, Zhichao Zhao, Ning Wang, Hongyi Wu

IEEE Netw., November, 2023

PRISC: Privacy-Preserved Pandemic Infection Risk Computation Through Cellular-Enabled IoT Devices.

Yizhou Feng, Qiao Zhang, Hongyi Wu, Chunsheng Xin

IEEE Internet Things J., September, 2023

2022

SecureTrain: An Approximation-Free and Computationally Efficient Framework for Privacy-Preserved Neural Network Training.

Qiao Zhang, Chunsheng Xin, Hongyi Wu

IEEE Trans. Netw. Sci. Eng., 2022

DT-SSIM: A Decentralized Trustworthy Self-Sovereign Identity Management Framework.

Efat Samir, Hongyi Wu, Mohamed Azab, Chunsheng Xin, Qiao Zhang

IEEE Internet Things J., 2022

Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference.

Qiao Zhang, Tao Xiang, Chunsheng Xin, Biwen Chen, Hongyi Wu

CoRR, 2022

Hunter: HE-Friendly Structured Pruning for Efficient Privacy-Preserving Deep Learning.

Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

Joint Linear and Nonlinear Computation with Data Encryption for Efficient Privacy-Preserving Deep Learning.

Qiao Zhang

PhD thesis, 2021

Privacy-Preserving Deep Learning Based on Multiparty Secure Computation: A Survey.

Qiao Zhang, Chunsheng Xin, Hongyi Wu

IEEE Internet Things J., 2021

GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks.

Qiao Zhang, Chunsheng Xin, Hongyi Wu

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

2019

CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural Network Framework based on Joint Obscure Linear and Nonlinear Computations.

Qiao Zhang, Cong Wang, Chunsheng Xin, Hongyi Wu

CoRR, 2019

2018

GELU-Net: A Globally Encrypted, Locally Unencrypted Deep Neural Network for Privacy-Preserved Learning.

Qiao Zhang, Cong Wang, Hongyi Wu, Chunsheng Xin, Tran V. Phuong

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Marvel: Mann-Whitney Rank-Sum Testing via Segments Labeling for Indoor Pedestrian Localization.

Mu Zhou, Yanmeng Wang, Zengshan Tian, Qiao Zhang

Proceedings of the 2018 IEEE International Conference on Communications, 2018