卢智｜中国科学技术大学｜学者主页

2026

Practical and Robust Privacy-Preserving K-Means Clustering Protocols With GPU Acceleration

Tao Bai, Yuanqing Feng, Zhi Lu, Xue-Ming Tang, Song-Feng Lu, Yongquan Cui

IEEE Transactions on Emerging Topics in Computing

DOI

2026

Asynchronous Random Committee Election for Preprocessing in Asynchronous Distributed Key Generation

Ren-Fei Shen, Zhi Lu, Han-Qing Li, Jun-Ming Li, He-Wang Nie, Song-Feng Lu

IEEE Transactions on Network Science and Engineering

DOI

2026

Keyed Provenance Watermarking with Complementary Lattice-Based Secure Aggregation for Federated Learning

Xin-Yun Liu, Zhi Lu, Yu Chen, Rong-Hua Xu

2026

HINT: A hidden-intention voting system without re-voting under coercion

Zhi Lu, Ren-Fei Shen, Song-Feng Lu

Scientia Sinica Informationis

DOI

2026

Delete but Not Gone: Reactivation of Neural Network Watermarks

He-Wang Nie, Jue Xiao, Zhi Lu, Ren-Fei Shen, Song-Feng Lu

ACM Transactions on Intelligent Systems and Technology

DOI

2026

Watermarking for Model Ownership Verification:Invisible at Deployment, Activated by Updates

He-Wang Nie, Jue Xiao, Zhi Lu, Ren-Fei Shen, Chun-Qiang Yu, Zhen-Jun Tang

ACM Transactions on Privacy and Security

DOI

2026

FLAT: An Efficient Federated Learning Scheme With Adaptive Topology and Secure Aggregation

Yuanqing Feng, Tao Bai, Zhi Lu, Xue-Ming Tang, Song-Feng Lu

IEEE Transactions on Artificial Intelligence

DOI

2025

FedDiT: Federated Learning by Distillation Token Enhanced Vision Transformer

Jue Xiao, Zepu Yi, He-Wang Nie, Zhi Lu, Xue-Ming Tang, Songfeng Lu, Zhi-Guo Huang, Run-Qing Zhang

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

FLSeg: Enhancing Privacy and Robustness in Federated Learning under Heterogeneous Data via Model Segmentation

Z. Su, Zhi Lu, Yu-Tong Wu, Ren-Fei Shen, Song-Feng Lu

IEEE International Conference on Computer Vision

DOI

2025

LZKSA: Lattice-Based Special Zero-Knowledge Proofs for Secure Aggregation's Input Verification

Zhi Lu, Song-Feng Lu

IACR Cryptology ePrint Archive

DOI

2025

Bio-OFL: Biomedical Privacy and Auditable One-Shot Federated Learning

Zhe Dong, Zhi Lu, Yuanqing Feng, Shuai Guo, Zi-Long Wang, Yu-Tong Wu, Song-Feng Lu

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

VSDA: Privacy-Preserving Verifiable Secure Distributed Aggregation for Multi-Center Clinical and Genomic Data

Zhe Dong, Zhi Lu, Ren-Fei Shen, He-Wang Nie, Jue Xiao, Jun-Ming Li, Song-Feng Lu

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2025

α-SAV: Generalized Weighted Input Verification for Secure Aggregation in Federated Learning

Zhi Lu, Yuhao Long, Qi-Rui Zhou, Mengyuan Zou, Wen-Jie Cai, Song-Feng Lu

IEEE International Conference on Multimedia and Expo

DOI

2025

RIDE: Robust and Decentralized Federated Learning with Input Validation

Zhi Lu, Mengyuan Zou, Samir M. Umran, Yuhao Long, Song-Feng Lu, Jun-Jun Wu, Mu Wang

IEEE International Conference on Multimedia and Expo

DOI

2025

WINK:A Semi-Honest Secure Multi-Party Computation Framework with Efficient Comparison Protocol

Yuanqing Feng, Tao Bai, Zhi Lu, Jun-Jun Wu, Xue-Ming Tang, Song-Feng Lu

IEEE International Symposium on Reliable Distributed Systems

DOI

2024

Split Aggregation: Lightweight Privacy-Preserving Federated Learning Resistant to Byzantine Attacks

Zhi Lu, Song-Feng Lu, Yongquan Cui, Xue-Ming Tang, Jun-Jun Wu

IEEE Transactions on Information Forensics and Security

DOI

2024

Adaptive Differential Privacy via Gradient Components in Medical Federated Learning

Zechen Yu, Zhi Lu, Song-Feng Lu, Yongquan Cui, Xue-Ming Tang, Jun-Jun Wu

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Lightweight Byzantine-Robust and Privacy-Preserving Federated Learning

Zhi Lu, Song-Feng Lu, Yongquan Cui, Jun-Jun Wu, He-Wang Nie, Jue Xiao, Zepu Yi

European Conference on Parallel Processing

DOI

2024

Split Learning Optimized For The Medical Field: Reducing Communication Overhead

Shuai Guo, Zhi Lu, Song-Feng Lu, Yongquan Cui, Xue-Ming Tang, Jun-Jun Wu

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

VeriChroma: Ownership Verification for Federated Models via RGB Filters

He-Wang Nie, Song-Feng Lu, Mu Wang, Jue Xiao, Zhi Lu, Zepu Yi

European Conference on Parallel Processing

DOI

2024

Robust and Verifiable Privacy Federated Learning

Zhi Lu, Song Lu, Xueming Tang, Jun-Jun Wu

IEEE Transactions on Artificial Intelligence

DOI

2024

Asynchronous Verifiable Secret Sharing with Elastic Thresholds and Distributed Key Generation

Jun-Ming Li, Zhi Lu, Ren-Fei Shen, Yuanqing Feng, Song-Feng Lu

IACR Cryptology ePrint Archive

2023

Application Research of Vertical Federated Learning Technology in Banking Risk Control Model Strategy

Yong Luo, Zhi Lu, Xiaofei Yin, Song-Feng Lu, Yiting Weng

2023 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)

DOI

2023

A PUF Based Audio Fingerprint Based for Device Authentication and Tamper Location

Zhi Lu, Haocheng Dou, Song-Feng Lu, Xue-Ming Tang, Jun-Jun Wu, Samir M. Umran

International ICST Conference on Digital Forensics & Cyber Crime

DOI

2022

Secure and Privacy-preserving Data-sharing Framework based on Blockchain Technology for Al-Najaf/Iraq Oil Refinery

Samir M. Umran, Song Lu, Z. Abduljabbar, Zhi Lu, Bingyan Feng, Lu Zheng

2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta)

DOI

2012

图数据中Top-k属性差异q-clique查询

孙焕良，卢智，刘俊岭，于戈

《计算机学报》

卢智

精选作品

期刊论文

Practical and Robust Privacy-Preserving K-Means Clustering Protocols With GPU Acceleration

Asynchronous Random Committee Election for Preprocessing in Asynchronous Distributed Key Generation

Keyed Provenance Watermarking with Complementary Lattice-Based Secure Aggregation for Federated Learning

HINT: A hidden-intention voting system without re-voting under coercion

Delete but Not Gone: Reactivation of Neural Network Watermarks

Watermarking for Model Ownership Verification:Invisible at Deployment, Activated by Updates

FLAT: An Efficient Federated Learning Scheme With Adaptive Topology and Secure Aggregation

FedDiT: Federated Learning by Distillation Token Enhanced Vision Transformer

FLSeg: Enhancing Privacy and Robustness in Federated Learning under Heterogeneous Data via Model Segmentation

LZKSA: Lattice-Based Special Zero-Knowledge Proofs for Secure Aggregation's Input Verification

Bio-OFL: Biomedical Privacy and Auditable One-Shot Federated Learning

VSDA: Privacy-Preserving Verifiable Secure Distributed Aggregation for Multi-Center Clinical and Genomic Data

α-SAV: Generalized Weighted Input Verification for Secure Aggregation in Federated Learning

RIDE: Robust and Decentralized Federated Learning with Input Validation

WINK:A Semi-Honest Secure Multi-Party Computation Framework with Efficient Comparison Protocol

Split Aggregation: Lightweight Privacy-Preserving Federated Learning Resistant to Byzantine Attacks

Adaptive Differential Privacy via Gradient Components in Medical Federated Learning

Lightweight Byzantine-Robust and Privacy-Preserving Federated Learning

Split Learning Optimized For The Medical Field: Reducing Communication Overhead

VeriChroma: Ownership Verification for Federated Models via RGB Filters

Robust and Verifiable Privacy Federated Learning

Asynchronous Verifiable Secret Sharing with Elastic Thresholds and Distributed Key Generation

Application Research of Vertical Federated Learning Technology in Banking Risk Control Model Strategy

A PUF Based Audio Fingerprint Based for Device Authentication and Tamper Location

Secure and Privacy-preserving Data-sharing Framework based on Blockchain Technology for Al-Najaf/Iraq Oil Refinery

图数据中Top-k属性差异q-clique查询