Tianpei Lu

According to our database, Tianpei Lu authored at least 14 papers between 2023 and 2026.

Collaborative distances:

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

2026

The Communication-Friendly Privacy-Preserving Machine Learning Against Malicious Adversaries.

Tianpei Lu, Bingsheng Zhang, Lichun Li, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2026

Secure Computation for Fixed-point and Floating-point Arithmetic.

Tianpei Lu, Bingsheng Zhang, Yuyang Feng, Kui Ren

IACR Cryptol. ePrint Arch., 2026

SoK: Private Transformer-Based Model Inference.

Yuntian Chen, Tianpei Lu, Zhanyong Tang, Bingsheng Zhang, Zhiying Shi, Yuxiang Luan, Zhuzhu Wang

IACR Cryptol. ePrint Arch., 2026

2025

Privacy-Preserving Inference for Quantized BERT Models.

Tianpei Lu, Bingsheng Zhang, Lekun Peng, Bowen Zheng, Lichun Li, Kui Ren

CoRR, August, 2025

Accelerating Private Large Transformers Inference Through Fine-Grained Collaborative Computation.

Yuntian Chen, Zhanyong Tang, Tianpei Lu, Bingsheng Zhang, Zhiying Shi, Zheng Wang

IEEE Trans. Inf. Forensics Secur., 2025

A New Paradigm for Privacy-Preserving Decision Tree Evaluation.

Tianpei Lu, Bingsheng Zhang, Hao Li, Kui Ren

IACR Cryptol. ePrint Arch., 2025

CostSphere: A Cost Model-Driven Privacy-Preserving Machine Learning Framework with Network Context Adaptation.

Yuntian Chen, Zhanyong Tang, Tianpei Lu, Bingsheng Zhang, Zhiying Shi, Zhiyuan Ning

IACR Cryptol. ePrint Arch., 2025

Efficient 2PC for Constant Round Secure Equality Testing and Comparison.

Tianpei Lu, Xin Kang, Bingsheng Zhang, Zhuo Ma, Xiaoyuan Zhang, Yang Liu, Kui Ren, Chun Chen

Proceedings of the 34th USENIX Security Symposium, 2025

A New PPML Paradigm for Quantized Models.

Tianpei Lu, Bingsheng Zhang, Xiaoyuan Zhang, Kui Ren

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

On Probabilistic Truncation in Privacy-preserving Machine Learning.

Lijing Zhou, Bingsheng Zhang, Ziyu Wang, Tianpei Lu, Qingrui Song, Su Zhang, Hongrui Cui, Yu Yu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

PrivData Network: A Privacy-Preserving On-Chain Data Factory and Trading Market.

Tianpei Lu, Bingsheng Zhang, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2024

Efficient 2PC for Constant Round Secure Equality Testing and Comparison.

Tianpei Lu, Xin Kang, Bingsheng Zhang, Zhuo Ma, Xiaoyuan Zhang, Yang Liu, Kui Ren

IACR Cryptol. ePrint Arch., 2024

2023

Multi-Party Private Function Evaluation for RAM.

Keyu Ji, Bingsheng Zhang, Tianpei Lu, Kui Ren

IEEE Trans. Inf. Forensics Secur., 2023

UC Secure Private Branching Program and Decision Tree Evaluation.

Keyu Ji, Bingsheng Zhang, Tianpei Lu, Lichun Li, Kui Ren

IEEE Trans. Dependable Secur. Comput., 2023