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ORCIDLin Liu 0018
Person information
- affiliation (PhD 2020): National University of Defense Technology, College of Computer, Changsha, Hunan, China
Other persons with the same name
- Lin Liu (aka: Liu Lin) — disambiguation page
- Lin Liu 0001 — Tsinghua University, School of Software, Beijing, China
- Lin Liu 0002 — Université de Montréal, Département de Biochimie, Canada
- Lin Liu 0003
![[0000-0003-2843-5738]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-2843-5738")
— University of South Australia, Mawson Lakes, Australia - Lin Liu 0004 — Stony Brook University, NY, USA
- Lin Liu 0005 — University of Cincinnati, Department of Geography, OH, USA (and 1 more)
- Lin Liu 0006 — Hunan Normal University, Department of Physics, Changsha, China (and 1 more)
- Lin Liu 0007 — University of Science and Technology Beijing, School of Mathematics and Physics, China
- Lin Liu 0008 — Jiangsu University, College of Electrical Information and Engineering, Zhenjiang, China
- Lin Liu 0009 — North China Electric Power University, School of Electrical and Electronic Engineering, Beijing, China
- Lin Liu 0010 — Chinese University of Hong Kong, Earth System Science Programme, Hong Kong (and 2 more)
- Lin Liu 0011 — Huazhong University of Science and Technology, School of Physics, Hubei Key Laboratory of Gravitation and Quantum Physics, Wuhan, China (and 1 more)
- Lin Liu 0012 — MediaTek, Inc., Hsinchu, Taiwan
- Lin Liu 0013 — Michigan Technological University, Department of Electrical and Computer Engineering, Houghton, MI, USA
- Lin Liu 0014 — Wuhan University of Technology Library, Wuhan, China
- Lin Liu 0015 (aka: Liu Lin 0015) — Shandong University of Science and Technology, College of Geodesy and Geomatics, Qingdao, China
- Lin Liu 0016 — University of Science and Technology of China, CAS Key Laboratory of Technology in GIPAS, Electronic and Electronic Ingeneering Department, China (and 1 more)
- Lin Liu 0017 — iFLYTEK Co. Ltd, iFLYTEK Research, Hefei, China
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2020 – today
- 2026
[j13]Yujie Xue, Lin Liu, Yuchuan Luo, Bing Sun, Shaojing Fu:
FLUTE: FSS-Based Secure Two-Party LLM Inference Using Partial Transformer Encryption. IEEE Trans. Dependable Secur. Comput. 23(1): 685-702 (2026)- [i5]Xinwen Gao, Shaojing Fu, Lin Liu, Zhuotao Liu, Yuchuan Luo, Yongjun Wang:
Euston: Efficient and User-Friendly Secure Transformer Inference with Non-Interactivity. IACR Cryptol. ePrint Arch. 2026: 46 (2026) - [i4]Zihao Wang, Rongmao Chen, Xinwen Gao, Yi Wang, Lin Liu, Zixin Lan, Zhaoyu Wang, Shaojing Fu, Qiong Wang, Xinyi Huang:
STIP: Efficient and Secure Non-Interactive Transformer Inference via Compact Packing. IACR Cryptol. ePrint Arch. 2026: 174 (2026) - 2025
- [j12]Luming Yang, Yongjun Wang, Lin Liu, Junjie Huang, Jiangyong Shi, Shaojing Fu, Shize Guo:
unFlowS: An Unsupervised Construction Scheme of Flow Spectrum for Network Traffic Detection. IEEE Trans. Inf. Forensics Secur. 20: 3330-3345 (2025) - [j11]Luming Yang, Shaojing Fu, Yongjun Wang, Lin Liu, Yuchuan Luo:
The Analysis of Encrypted Video Stream Based on Low-Dimensional Embedding Method. IEEE Trans. Inf. Forensics Secur. 20: 8280-8295 (2025) - [j10]Luming Yang, Lin Liu, Junjie Huang, Jiangyong Shi, Shaojing Fu, Yongjun Wang, Jinshu Su:
Robustness Matters: Pre-Training Can Enhance the Performance of Encrypted Traffic Analysis. IEEE Trans. Inf. Forensics Secur. 20: 10588-10603 (2025) - [c35]Luming Yang, Lin Liu, Junjie Huang, Zhuotao Liu, Shiyu Liang, Shaojing Fu, Yongjun Wang:
MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis. CCS 2025: 1664-1678 - [c34]Peijun Zhao, Lin Liu, Shaojing Fu, Yuchuan Luo:
MSFS: Maliciously Secure 3-Party Feature Selection via Mutual Information. Inscrypt (2) 2025: 45-65 - [c33]Hanbo Huang, Yihan Li, Bowen Jiang, Bo Jiang, Lin Liu, Zhuotao Liu, Ruoyu Sun, Shiyu Liang:
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality. EMNLP 2025: 8321-8359 - [c32]Shang Song, Lin Liu, Rongmao Chen, Wei Peng:
Concretely Efficient Three-party Oblivious Selection. ICME 2025: 1-6 - [c31]Yujie Xue, Lin Liu, Yuchuan Luo, Bing Sun, Shaojing Fu:
PrivMLLM: Efficient Three-Party Multimodal Large Language Model Secure Inference Supported Prompt Privacy. ICNP 2025: 1-24 - [c30]Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu:
ENSI: Efficient Non-Interactive Secure Inference for Large Language Models. SRDS 2025: 83-94 - [c29]Wenhao Jiang, Shaojing Fu, Yuchuan Luo, Lin Liu:
LEA: Label Enumeration Attack in Vertical Federated Learning. SRDS 2025: 345-356 - [c28]Jinzhu Yan, Zhuotao Liu, Yuyang Xie, Shiyu Liang, Lin Liu, Ke Xu:
CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis. USENIX Security Symposium 2025: 7349-7368 - [i3]Wenhao Jiang, Yuchuan Luo, Guilin Deng, Silong Chen, Xu Yang, Shihong Wu, Xinwen Gao, Lin Liu, Shaojing Fu:
Federated Large Language Models: Feasibility, Robustness, Security and Future Directions. CoRR abs/2505.08830 (2025) - [i2]Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu:
ENSI: Efficient Non-Interactive Secure Inference for Large Language Models. CoRR abs/2509.09424 (2025) - 2024
- [j9]Xinwen Gao, Shaojing Fu, Lin Liu, Yuchuan Luo:
BVDFed: Byzantine-resilient and verifiable aggregation for differentially private federated learning. Frontiers Comput. Sci. 18(5): 185810 (2024) - [j8]Lin Liu, Shaojing Fu, XueLun Huang, Yuchuan Luo, Xuyun Zhang, Kim-Kwang Raymond Choo:
SecDM: A Secure and Lossless Human Mobility Prediction System. IEEE Trans. Serv. Comput. 17(4): 1793-1805 (2024) - [c27]Ying Wang, Yuchuan Luo, Shaojing Fu, Zhenyu Qiu, Lin Liu:
Diffusion-based Adversarial Attack to Automatic Speech Recognition. ACML 2024: 889-904 - [c26]Yu Chen, Lin Liu, Rongmao Chen, Shaojing Fu, Yuexiang Yang:
Honest-Majority Maliciously Secure Skyline Queries on Outsourced Data. CIKM 2024: 344-353 - [c25]Wenhao Jiang, Songwei Luo, Shaojing Fu, Lin Liu, Yuchuan Luo:
Privacy-Preserving Byzantine-Robust Federated Learning via Multiparty Homomorphic Encryption. COCOON (2) 2024: 432-446 - [c24]Yu Chen, Lin Liu, Rongmao Chen, Shaojing Fu, Yuexiang Yang, Jiangyong Shi, Liangzhong He:
Speedy Privacy-Preserving Skyline Queries on Outsourced Data. ESORICS (2) 2024: 430-450 - [c23]Wenhao Jiang, Shaojing Fu, Yuchuan Luo, Lin Liu, Yongjun Wang:
FedSV: A Privacy-Preserving Byzantine-Robust Federated Learning Scheme with Self-validation. ICA3PP (1) 2024: 242-260 - [c22]Yuxin Zhang, Hui Han, Guangliang Sun, Wei Wu, Lin Liu:
PrivARM: Privacy-Preserving Association Rule Mining in the Cloud. ICA3PP (1) 2024: 271-290 - [c21]Lin Liu, Ziling Wei, Shuhui Chen, Jinshu Su, Yong Yuan:
KP-WF: Cross-Domain Few-Shot Website Fingerprinting. ICDF2C (2) 2024: 227-245 - [c20]Ying Wang, Yuchuan Luo, Zhenyu Qiu, Lin Liu, Shaojing Fu:
Defend from Scratch: A Diffusion-Based Proactive Defense Method for Unauthorized Speech Synthesis. ICONIP (1) 2024: 1-15 - [c19]Lin Liu, Ziling Wei, Shuhui Chen, Zixuan Dong, Jinshu Su:
FingerMamba: Mamba-based Efficient Multi-tab Website Fingerprinting. IPCCC 2024: 1-9 - [c18]Yong Yuan, Ziling Wei, Lin Liu, Shuhui Chen, Jinshu Su:
AST-Trans: Detecting Web Tracking using Transformer-based Deep Learning with Abstract Syntax Tree. IPCCC 2024: 1-7 - [c17]Luming Yang, Yongjun Wang, Lin Liu, Junjie Huang, Shaojing Fu:
ExpMD: an Explainable Framework for Traffic Identification Based on Multi-Domain Features. IWQoS 2024: 1-10 - [i1]Hanbo Huang, Yihan Li, Bowen Jiang, Lin Liu, Ruoyu Sun, Zhuotao Liu, Shiyu Liang:
Archilles' Heel in Semi-open LLMs: Hiding Bottom against Recovery Attacks. CoRR abs/2410.11182 (2024) - 2023
- [j7]Xinyi Huang, Yuchuan Luo, Lin Liu, Wentao Zhao, Shaojing Fu:
Randomization is all you need: A privacy-preserving federated learning framework for news recommendation. Inf. Sci. 637: 118943 (2023) - [j6]Shaojing Fu, XueLun Huang, Lin Liu, Yuchuan Luo:
BFCRI: A Blockchain-Based Framework for Crowdsourcing With Reputation and Incentive. IEEE Trans. Cloud Comput. 11(2): 2158-2174 (2023) - [j5]Lin Liu, Jinshu Su, Ximeng Liu, Rongmao Chen, Xinyi Huang, Guang Kou, Shaojing Fu:
Towards Strong Privacy Protection for Association Rule Mining and Query in the Cloud. IEEE Trans. Cloud Comput. 11(3): 3211-3225 (2023) - [c16]Shang Song, Lin Liu, Rongmao Chen, Wei Peng, Yi Wang:
Secure Approximate Nearest Neighbor Search with Locality-Sensitive Hashing. ESORICS (3) 2023: 411-430 - [c15]Mengyao Du, Miao Zhang, Lin Liu, Kai Xu, Quanjun Yin:
Credit-based Differential Privacy Stochastic Model Aggregation Algorithm for Robust Federated Learning via Blockchain. ICPP 2023: 452-461 - [c14]Songwei Luo, Shaojing Fu, Yuchuan Luo, Lin Liu, Yanxiang Deng, Shixiong Wang:
Privacy-Preserving Federated Learning with Hierarchical Clustering to Improve Training on Non-IID Data. NSS 2023: 195-216 - [c13]Yanxiang Deng, Lin Liu, Shaojing Fu, Yuchuan Luo, Wei Wu, Shixiong Wang:
Privacy Preserving Outsourced K-means Clustering Using Kd-tree. ProvSec 2023: 345-364 - [c12]Luming Yang, Yongjun Wang, Shaojing Fu, Lin Liu, Yuchuan Luo:
EVS2vec: A Low-dimensional Embedding Method for Encrypted Video Stream Analysis. SECON 2023: 537-545 - [c11]Xinwen Gao, Shaojing Fu, Lin Liu, Yuchuan Luo, Luming Yang:
EzBoost: Fast And Secure Vertical Federated Tree Boosting Framework via EzPC. TrustCom 2023: 28-37 - [c10]Yuting Yang, Lin Liu, Shaojing Fu, Jun-Jie Huang, Yuchuan Luo:
SecGAN: Honest-Majority Maliciously 3PC Framework for Privacy-Preserving Image Synthesis. TrustCom 2023: 1119-1126 - 2022
- [j4]Jinrong Chen, Lin Liu, Rongmao Chen, Wei Peng, Xinyi Huang:
SecRec: A Privacy-Preserving Method for the Context-Aware Recommendation System. IEEE Trans. Dependable Secur. Comput. 19(5): 3168-3182 (2022) - [c9]Yuliang Lin, Rongmao Chen, Yi Wang, Baosheng Wang, Lin Liu:
Substitution Attacks Against Sigma Protocols. CSS 2022: 192-208 - [c8]Yinqiu Wang, Yuchuan Luo, Lin Liu, Shaojing Fu:
pCOVID: A Privacy-Preserving COVID-19 Inference Framework. ICA3PP 2022: 21-42 - [c7]Yifei Wang, Yuliang Lin, Yi Wang, Wei Peng, Lin Liu:
Algorithm Substitution Attacks on Identity-Based Encryption. SocialSec 2022: 15-31 - 2021
- [c6]Zhihui Hu, Guang Kou, Haoyu Zhang, Na Li, Ke Yang, Lin Liu:
Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning. CIKM 2021: 720-729 - [c5]Lijie Chen, Shaojing Fu, Lin Liu, Yuchuan Luo, Wentao Zhao:
Privacy-Preserving Swarm Learning Based on Homomorphic Encryption. ICA3PP (3) 2021: 509-523 - [c4]Luming Yang, Shaojing Fu, Yongjun Wang, Chao Li, Shanghuai Feng, Yuchuan Luo, Lin Liu:
Packet-Sequence and Byte-Distribution is Enough for Real-Time Identification of Application Traffic. ISPA/BDCloud/SocialCom/SustainCom 2021: 1126-1134 - 2020
- [j3]Lin Liu, Jinshu Su, Baokang Zhao, Qiong Wang, Jinrong Chen, Yuchuan Luo:
Towards an Efficient Privacy-Preserving Decision Tree Evaluation Service in the Internet of Things. Symmetry 12(1): 103 (2020) - [j2]Lin Liu, Rongmao Chen, Ximeng Liu, Jinshu Su, Linbo Qiao:
Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud. IEEE Trans. Inf. Forensics Secur. 15: 2914-2929 (2020) - [c3]Jinrong Chen, Lin Liu, Rongmao Chen, Wei Peng:
SHOSVD: Secure Outsourcing of High-Order Singular Value Decomposition. ACISP 2020: 309-329
2010 – 2019
- 2019
- [j1]Lin Liu, Jinshu Su, Ximeng Liu, Rongmao Chen, Kai Huang, Robert H. Deng, Xiaofeng Wang:
Toward Highly Secure Yet Efficient KNN Classification Scheme on Outsourced Cloud Data. IEEE Internet Things J. 6(6): 9841-9852 (2019) - [c2]Lin Liu, Jinshu Su, Rongmao Chen, Jinrong Chen, Guangliang Sun, Jie Li:
Secure and Fast Decision Tree Evaluation on Outsourced Cloud Data. ML4CS 2019: 361-377 - 2018
- [c1]Lin Liu, Jinshu Su, Rongmao Chen, Ximeng Liu, Xiaofeng Wang, Shuhui Chen, Ho-fung Leung:
Privacy-Preserving Mining of Association Rule on Outsourced Cloud Data from Multiple Parties. ACISP 2018: 431-451
Coauthor Index
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