Tianpei Lu

19 papers A* 3Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Secure Computation for Fixed-point and Floating-point Arithmetic.
IACR Cryptol. ePrint Arch.
Tianpei Lu, Bingsheng Zhang, Yuyang Feng, Kui Ren
2026 J jnl
SoK: Private Transformer-Based Model Inference.
IACR Cryptol. ePrint Arch.
Yuntian Chen, Tianpei Lu, Zhanyong Tang, Bingsheng Zhang, Zhiying Shi, Yuxiang Luan, Zhuzhu Wang
2026 J jnl
The Communication-Friendly Privacy-Preserving Machine Learning Against Malicious Adversaries.
IEEE Trans. Dependable Secur. Comput.
Tianpei Lu, Bingsheng Zhang, Lichun Li, Kui Ren
2025 A* conf
A New PPML Paradigm for Quantized Models.
NDSS
Tianpei Lu, Bingsheng Zhang, Xiaoyuan Zhang, Kui Ren
2025 J jnl
A New Paradigm for Privacy-Preserving Decision Tree Evaluation.
IACR Cryptol. ePrint Arch.
Tianpei Lu, Bingsheng Zhang, Hao Li, Kui Ren
2025 J jnl
Accelerating Private Large Transformers Inference Through Fine-Grained Collaborative Computation.
IEEE Trans. Inf. Forensics Secur.
Yuntian Chen, Zhanyong Tang, Tianpei Lu, Bingsheng Zhang, Zhiying Shi, Zheng Wang
2025 J jnl
CostSphere: A Cost Model-Driven Privacy-Preserving Machine Learning Framework with Network Context Adaptation.
IACR Cryptol. ePrint Arch.
Yuntian Chen, Zhanyong Tang, Tianpei Lu, Bingsheng Zhang, Zhiying Shi, Zhiyuan Ning
2025 A* conf
Efficient 2PC for Constant Round Secure Equality Testing and Comparison.
USENIX Security Symposium
Tianpei Lu, Xin Kang, Bingsheng Zhang, Zhuo Ma, Xiaoyuan Zhang, Yang Liu, Kui Ren, Chun Chen
2025 A* conf
On Probabilistic Truncation in Privacy-preserving Machine Learning.
AAAI
Lijing Zhou, Bingsheng Zhang, Ziyu Wang, Tianpei Lu, Qingrui Song, Su Zhang, Hongrui Cui, Yu Yu
2025 J jnl
Privacy-Preserving Inference for Quantized BERT Models.
CoRR
Tianpei Lu, Bingsheng Zhang, Lekun Peng, Bowen Zheng, Lichun Li, Kui Ren
2024 J jnl
A New PPML Paradigm for Quantized Models.
IACR Cryptol. ePrint Arch.
Tianpei Lu, Bingsheng Zhang, Xiaoyuan Zhang, Kui Ren
2024 J jnl
Accelerating Private Large Transformers Inference through Fine-grained Collaborative Computation.
CoRR
Yuntian Chen, Zhanyong Tang, Tianpei Lu, Bingsheng Zhang, Zhiying Shi, Zheng Wang
2024 J jnl
Efficient 2PC for Constant Round Secure Equality Testing and Comparison.
IACR Cryptol. ePrint Arch.
Tianpei Lu, Xin Kang, Bingsheng Zhang, Zhuo Ma, Xiaoyuan Zhang, Yang Liu, Kui Ren
2024 J jnl
PrivData Network: A Privacy-Preserving On-Chain Data Factory and Trading Market.
IEEE Trans. Dependable Secur. Comput.
Tianpei Lu, Bingsheng Zhang, Kui Ren
2024 J jnl
The Communication-Friendly Privacy-Preserving Machine Learning against Malicious Adversaries.
CoRR
Tianpei Lu, Bingsheng Zhang, Lichun Li, Kui Ren
2023 J jnl
Multi-Party Private Function Evaluation for RAM.
IEEE Trans. Inf. Forensics Secur.
Keyu Ji, Bingsheng Zhang, Tianpei Lu, Kui Ren
2023 J jnl
UC Secure Private Branching Program and Decision Tree Evaluation.
IEEE Trans. Dependable Secur. Comput.
Keyu Ji, Bingsheng Zhang, Tianpei Lu, Lichun Li, Kui Ren
2022 J jnl
Multi-party Private Function Evaluation for RAM.
IACR Cryptol. ePrint Arch.
Keyu Ji, Bingsheng Zhang, Tianpei Lu, Kui Ren
2021 J jnl
UC Secure Private Branching Program and Decision Tree Evaluation.
IACR Cryptol. ePrint Arch.
Keyu Ji, Bingsheng Zhang, Tianpei Lu, Lichun Li, Kui Ren