Wen-jie Lu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Machine Learning

Secure Multiparty Computation

Security Requirements

Homomorphic Encryption

Top Venues

IACR Cryptol. ePrint Arch.

USENIX Security Symposium

Publications

Wen-jie Lu, Zhicong Huang, Qizhi Zhang, Yuchen Wang, Cheng Hong
Squirrel: A Scalable Secure Two-Party Computation Framework for Training Gradient Boosting Decision Tree. IACR Cryptol. ePrint Arch. 2023 (2023)
Wenxuan Zeng, Meng Li, Haichuan Yang, Wen-jie Lu, Runsheng Wang, Ru Huang
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference. NeurIPS (2023)
Ye Dong, Wen-jie Lu, Yancheng Zheng, Haoqi Wu, Derun Zhao, Jin Tan, Zhicong Huang, Cheng Hong, Tao Wei, Wenguang Chen
PUMA: Secure Inference of LLaMA-7B in Five Minutes. CoRR (2023)
Wen-jie Lu, Zhicong Huang, Zhen Gu, Jingyu Li, Jian Liu, Kui Ren, Cheng Hong, Tao Wei, Wenguang Chen
BumbleBee: Secure Two-party Inference Framework for Large Transformers. IACR Cryptol. ePrint Arch. 2023 (2023)
Zhen Gu, Wen-jie Lu, Cheng Hong
FFT-less TFHE: Simpler, Faster and Scale-invariant. IACR Cryptol. ePrint Arch. 2023 (2023)
Wen-jie Lu, Zhicong Huang, Qizhi Zhang, Yuchen Wang, Cheng Hong
Squirrel: A Scalable Secure Two-Party Computation Framework for Training Gradient Boosting Decision Tree. USENIX Security Symposium (2023)
Zhicong Huang, Cheng Hong, Chenkai Weng, Wen-jie Lu, Hunter Qu
More Efficient Secure Matrix Multiplication for Unbalanced Recommender Systems. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Xiaoyang Hou, Jian Liu, Jingyu Li, Yuhan Li, Wen-jie Lu, Cheng Hong, Kui Ren
CipherGPT: Secure Two-Party GPT Inference. IACR Cryptol. ePrint Arch. 2023 (2023)
Zhicong Huang, Wen-jie Lu, Cheng Hong, Jiansheng Ding
Cheetah: Lean and Fast Secure Two-Party Deep Neural Network Inference. USENIX Security Symposium (2022)
Zhicong Huang, Wen-jie Lu, Cheng Hong, Jiansheng Ding
Cheetah: Lean and Fast Secure Two-Party Deep Neural Network Inference. IACR Cryptol. ePrint Arch. 2022 (2022)
Wen-jie Lu, Zhicong Huang, Cheng Hong, Yiping Ma, Hunter Qu
PEGASUS: Bridging Polynomial and Non-polynomial Evaluations in Homomorphic Encryption. IEEE Symposium on Security and Privacy (2021)
Cheng Hong, Zhicong Huang, Wen-jie Lu, Hunter Qu, Li Ma, Morten Dahl, Jason Mancuso
Privacy-preserving collaborative machine learning on genomic data using TensorFlow. CoRR (2020)
Qian Lou, Wen-jie Lu, Cheng Hong, Lei Jiang
Falcon: Fast Spectral Inference on Encrypted Data. NeurIPS (2020)
Wen-jie Lu, Zhicong Huang, Cheng Hong, Yiping Ma, Hunter Qu
PEGASUS: Bridging Polynomial and Non-polynomial Evaluations in Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2020 (2020)
Wen-jie Lu, Yixuan Fang, Zhicong Huang, Cheng Hong, Chaochao Chen, Hunter Qu, Yajin Zhou, Kui Ren
Faster Secure Multiparty Computation of Adaptive Gradient Descent. PPMLP@CCS (2020)
Qifei Li, Zhicong Huang, Wen-jie Lu, Cheng Hong, Hunter Qu, Hui He, Weizhe Zhang
HomoPAI: A Secure Collaborative Machine Learning Platform based on Homomorphic Encryption. ICDE (2020)
Cheng Hong, Zhicong Huang, Wen-jie Lu, Hunter Qu, Li Ma, Morten Dahl, Jason Mancuso
Privacy-preserving collaborative machine learning on genomic data using TensorFlow. ACM TUR-C (2020)
Cheng Hong, Zhicong Huang, Wen-jie Lu, Hunter Qu, Li Ma, Morten Dahl, Jason Mancuso
Privacy-preserving collaborative machine learning on genomic data using TensorFlow. IACR Cryptol. ePrint Arch. 2020 (2020)
Cheng Hong, Jonathan Katz, Vladimir Kolesnikov, Wen-jie Lu, Xiao Wang
Covert Security with Public Verifiability: Faster, Leaner, and Simpler. EUROCRYPT (3) (2019)
Cheng Hong, Jonathan Katz, Vladimir Kolesnikov, Wen-jie Lu, Xiao Wang
Covert Security with Public Verifiability: Faster, Leaner, and Simpler. IACR Cryptol. ePrint Arch. 2018 (2018)