王皓｜山东师范大学｜学者主页

2026

基于预约束加密的可追溯加密恶意流量检测

张迪，王皓，张颖，乐俊青，廖晓峰

《电子学报》

2026

RDFDS: A Federated Learning Defense Framework in IoV With Fast Distillation Synthesis and Clustering-Based Aggregation

Lei Zhang, Xian Zhang, Hong Qin, Hao Wang, Zhuoming Lin

IEEE Internet of Things Journal

DOI

2026

QSDA: Quality-Aware Secure Multidimensional Data Aggregation With Location Privacy for HIoT

Yijun Wang, Lei Wu, Ye Su, Hao Wang, Weizhi Meng, Zhiquan Liu

IEEE Internet of Things Journal

DOI

2026

Practical Private Set Operation via Secret Sharing for Lightweight Clients

Ziyu Niu, Yudi Zhang, Yumei Li, Willy Susilo, Ye Su, Hao Wang

IEEE Transactions on Information Forensics and Security

DOI

2026

DMPF–PSI: Enabling High-Frequency Updatable Private Set Intersection on Dynamic Data

Junhua Zhang, Hao Wang, Ye Su, Zhi Li, Debiao He

IEEE Transactions on Information Forensics and Security

DOI

2026

PUDSQ: Privacy-Preserving User-Defined Skyline Query Processing With Function Secret Sharing

Zeqian Wang, Hao Wang, Ye Su, Ziyu Niu, Zhi Li, Jing Qin, Chunpeng Ge

IEEE Transactions on Services Computing

DOI

2026

SS-PCDC: Secret Sharing-Based Private Collaborative Data Cleaning in Cloud-Assisted Setting

Ziyu Niu, Ye Su, Yuxia Li, Hao Wang, Tingting Pang

Mathematics

DOI

2026

PriXGB: Secure and accurate XGBoost training with function secret sharing for vertical and horizontal data partitioning

Chenlu Song, Hao Wang, Lijuan Xu, Ye Su

Journal of King Saud University - Computer and Information Sciences

DOI

2026

MKXGB: Privacy-preserving XGBoost training over encrypted multi-source data via multi-key homomorphic encryption

Huiwen Lv, Hao Wang, Lijuan Xu, Ye Su, Tingting Pang

Computer Standards & Interfaces

DOI

2025

An Unbounded Multi-Input Quadratic Functional Encryption Scheme for Secure Cloud-Based Machine Learning

Zhenhua Chen, Kaili Long, Qiqi Lai, Long Li, Yining Liu, Hao Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2025

Outsourced Secure Cross-Modal Retrieval Based on Secret Sharing for Lightweight Clients

Ziyu Niu, Hao Wang, Zhi Li, Ye Su, Lijuan Xu, Yudi Zhang, Willy Susilo

IEEE Internet of Things Journal

DOI

2025

PPSKSQ: Towards Efficient and Privacy-Preserving Spatial Keyword Similarity Query in Cloud

Changrui Wang, Lei Wu, Lijuan Xu, Haojie Yuan, Hao Wang, Wenying Zhang, Weizhi Meng

IEEE Transactions on Cloud Computing

DOI

2025

OVP-FL: Outsourced Verifiable Privacy-Preserving Federated Learning

Shilong Li, Xiaochao Wei, Hao Wang

IEEE Transactions on Network Science and Engineering

DOI

2025

MDTL: Maliciously Secure Distributed Transfer Learning Based on Replicated Secret Sharing

Zhengran Tian, Hao Wang, Zhi Li, Ziyu Niu, Xiaochao Wei, Ye Su

IEEE Transactions on Network and Service Management

DOI

2025

Heapsort-Based Secure Top-K Query Scheme for E-Healthcare Systems

Wenjing Yang, Hao Wang, Zhi Li, Ziyu Niu, Ye Su

IEEE Transactions on Network Science and Engineering

DOI

2025

Multi-User Privacy-Preserving and Verifiable Spatial-Feature Data Query for IoT Clouds

Xinsheng Chen, Xiaochao Wei, Hao Wang, Lijuan Xu

IEEE Internet of Things Journal

DOI

2025

Secure medical data sharing with verifiable outsourced decryption and cryptographic reverse firewalls

Xin Liu, Hao Wang, Bo Zhang, Yongjun Zhang, Bin Zhang

Journal of Information Security and Applications

DOI

2025

Privacy-preserving and verifiable multi-task data aggregation for IoT-based healthcare

Xinzhe Zhang, Lei Wu, Lijuan Xu, Zhien Liu, Ye Su, Hao Wang, Weizhi Meng

Journal of Information Security and Applications

DOI

2024

函数秘密共享研究进展

李智，王皓，魏晓超，吴磊，苏烨

《密码学报(中英文)》

2024

Two Practical Attribute-Based Encryption Schemes for Privacy-Preserving Mobile Location-Sharing Applications

Zhenhua Chen, Ni Li, Lu-Qi Huang, Xingxing Jia, Yilei Wang, Hao Wang, Jing Su

IEEE Internet of Things Journal

DOI

2024

Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud

Xinzhe Zhang, Lei Wu, Zhien Liu, Hao Wang, Lijuan Xu, Songnian Zhang, Rongxing Lu

IEEE Transactions on Services Computing

DOI

2024

Privacy-Preserving Machine Learning in Cloud–Edge–End Collaborative Environments

Wenbo Yang, Hao Wang, Zhi Li, Ziyu Niu, Lei Wu, Xiaochao Wei, Ye Su, Willy Susilo

IEEE Internet of Things Journal

DOI

2024

Publicly Verifiable Secure Multi-Party Computation Framework Based on Bulletin Board

Xiaotong Li, Hao Wang, Zhi Li, Lei Wu, Xiaochao Wei, Ye Su, Rongxing Lu

IEEE Transactions on Services Computing

DOI

2024

Privacy-preserving recommendation system based on social relationships

Simin Yu, Hao Wang, Ye Su, Ziyu Niu, Zhi Li, Jianjun Liu, Jiwei Wang

Journal of King Saud University - Computer and Information Sciences

DOI

2024

Secure Multi-party SM2 Signature Based on SPDZ Protocol

Xiaotong Li, Hao Wang, Jiyang Chen, Shikuan Li, Yuxiang Sun, Ye Su

Lecture notes in computer science

DOI

2023

位置轨迹相关性差分隐私保护技术研究与进展

秦呈旖，吴磊，魏晓超，王皓

《密码学报(中英文)》

2023

SecKNN: FSS-Based Secure Multi-Party KNN Classification Under General Distance Functions

Zhi Li, Hao Wang, Songnian Zhang, Wenying Zhang, Rongxing Lu

IEEE Transactions on Information Forensics and Security

DOI

2023

Over-threshold multi-party private set operation protocols for lightweight clients

Liju Ma, Hao Wang, Ziyu Niu, Zhi Li, Lei Wu, Xiaochao Wei, Ye Su

Computer Standards & Interfaces

DOI

2022

eCLAS: An Efficient Pairing-Free Certificateless Aggregate Signature for Secure VANET Communication

Yibo Han, Wei Song, Zhangbing Zhou, Hao Wang, Bo Yuan

Ieee Systems Journal，Vol. 160, No. 10

DOI

2022

FPCBC:基于众包聚合的联邦学习隐私保护分类系统

金歌，魏晓超，魏森茂，王皓

《计算机研究与发展》

2022

一个高效的安全两方近似模式匹配协议

徐琳，魏晓超，蔡国鹏，王皓，郑志华

《计算机研究与发展》

2022

移动社交网络中面向隐私保护的精确好友匹配

彭滔，钟文韬，王国军，罗恩韬，熊金波，刘忆宁，Hao Wang

《通信学报》

2022

Distributed Fog Computing and Federated-Learning-Enabled Secure Aggregation for IoT Devices

Yiran Liu, Ye Dong, Hao Wang, Han Jiang, Qiuliang Xu

IEEE Internet of Things Journal

DOI

2022

Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics

Ziyu Niu, Zhi Li, Hao Wang

International Journal of Intelligent Systems

DOI

2022

PPCNN: An efficient privacy‐preserving CNN training and inference framework

Fan Zhao, Zhi Li, Hao Wang

International Journal of Intelligent Systems

DOI

2022

DVPPIR: privacy-preserving image retrieval based on DCNN and VHE

Su Li, Lei Wu, Weizhi Meng, Zihui Xu, Chengyi Qin, Hao Wang

Neural Computing and Applications

DOI

2022

SWMQ: Secure wildcard pattern matching with query

Lin Xu, Xiaochao Wei, Guopeng Cai, Yao Li, Hao Wang

International Journal of Intelligent Systems

DOI

2021

Game-Theoretical Analysis of Mining Strategy for Bitcoin-NG Blockchain Protocol

Taotao Wang, Xiaoqian Bai, Hao Wang, Soung Chang Liew, Shengli Zhang

Ieee Systems Journal，Vol. 150, No. 20

DOI

2021

Accurate Range Query With Privacy Preservation for Outsourced Location-Based Service in IoT

Zhaoman Liu, Lei Wu, Weizhi Meng, Hao Wang, Wei Wang

IEEE Internet of Things Journal

DOI

2021

Privacy-preserving location-based traffic density monitoring

Lei Wu, Xia Wei, Lingzhen Meng, Shengnan Zhao, Hao Wang

Connection Science

DOI

2021

Privacy‐preserving statistical computing protocols for private set intersection

Ziyu Niu, Hao Wang, Zhi Li, Xiangfu Song

International Journal of Intelligent Systems

DOI

2021

Privacy-Preserving Cancelable Biometric Authentication Based on RDM and ECC

Lei Wu, Lingzhen Meng, Shengnan Zhao, Xia Wei, Hao Wang

IEEE Access

DOI

2021

Efficient and Privacy-Preserving Massive Data Processing for Smart Grids

Hua Shen, Mingwu Zhang, Hao Wang, Fuchun Guo, Willy Susilo

IEEE Access

DOI

2020

安全的常数轮多用户k-均值聚类计算协议

秦红，王皓，魏晓超，郑志华

《计算机研究与发展》

2020

A Lightweight Privacy-Preserving Fair Meeting Location Determination Scheme

Hua Shen, Mingwu Zhang, Hao Wang, Fuchun Guo, Willy Susilo

IEEE Internet of Things Journal

DOI

2020

A cloud-aided privacy-preserving multi-dimensional data comparison protocol

Hua Shen, Mingwu Zhang, Hao Wang, Fuchun Guo, Willy Susilo

Information Sciences

DOI

2020

Substring-searchable attribute-based encryption and its application for IoT devices

Xi Hong Sun, Hao Wang, Fu Xiu, Hong Qin, Mei Hua Jiang, Likun Xue, Xiaochao Wei

Digital Communications and Networks

DOI

2020

A electronic voting protocol based on blockchain and homomorphic signcryption

Wenlei Qu, Lei Wu, Wei Wang, Zhaoman Liu, Hao Wang

Concurrency and Computation Practice and Experience

DOI

2020

Privacy-preserving polynomial interpolation and its applications on predictive analysis

Zhenhua Chen, Luqi Huang, Xiaonan Shi, Qiong Huang, Hao Wang, Xueqiao Liu

Information Sciences

DOI

2020

Secure extended wildcard pattern matching protocol from cut-and-choose oblivious transfer

Xiaochao Wei, Lin Xu, Minghao Zhao, Hao Wang

Information Sciences

DOI

2020

A blockchain‐based traceable group loan system

Jinjiang Li, Zhihua Zheng, Zhi Li, Ziyu Niu, Hong Qin, Hao Wang

Concurrency and Computation Practice and Experience

DOI

2020

Blockchain-based fair payment smart contract for public cloud storage auditing

Hao Wang, Hong Qin, Minghao Zhao, Xiaochao Wei, Hua Shen, Willy Susilo

Information Sciences

DOI

2020

Permutable Cut-and-Choose Oblivious Transfer and Its Application

Xiaochao Wei, Lin Xu, Hao Wang, Zhihua Zheng

IEEE Access

DOI

2019

适用于智能环境的高效安全云辅助模式匹配协议

魏晓超，徐琳，郑志华，王皓

《计算机研究与发展》

2019

ID-Based Strong Designated Verifier Signature over R -SIS Assumption

Jie Cai, Han Jiang, Pingyuan Zhang, Zhihua Zheng, Hao Wang, Guangshi Lü, Qiuliang Xu

Security and Communication Networks

DOI

2019

Efficient Attribute-Based Encryption with Privacy-Preserving Key Generation and Its Application in Industrial Cloud

Yujiao Song, Hao Wang, Xiaochao Wei, Lei Wu

Security and Communication Networks

DOI

2019

Integrity Audit of Shared Cloud Data with Identity Tracking

Yun Yan, Lei Wu, Wen Yu Xu, Hao Wang, Zhao Man Liu

Security and Communication Networks

DOI

2019

Privacy-Preserving Wildcards Pattern Matching Protocol for IoT Applications

Hong Qin, Hao Wang, Xiaochao Wei, Likun Xue, Lei Wu

IEEE Access

DOI

2019

Decentralization is Vulnerable Under the Gap Game

Yiran Liu, Junming Ke, Qiuliang Xu, Han Jiang, Hao Wang

IEEE Access

DOI

2018

一个高效安全三方带通配符模式匹配协议

魏晓超，郑志华，王皓

《计算机研究与发展》

2018

Privacy preserved wireless sensor location protocols based on mobile edge computing

Han Jiang, Hao Wang, Zhihua Zheng, Qiuliang Xu

Computers & Security

DOI

2018

A dynamic integrity verification scheme of cloud storage data based on lattice and Bloom filter

Yunxue Yan, Lei Wu, Ge Gao, Hao Wang, Wenyu Xu

Journal of Information Security and Applications

DOI

2018

An ORAM-based privacy preserving data sharing scheme for cloud storage

Dandan Yuan, Xiangfu Song, Qiuliang Xu, Minghao Zhao, Xiaochao Wei, Hao Wang, Han Jiang

Journal of Information Security and Applications

DOI

2017

数字货币中的区块链及其隐私保护机制

王皓，宋祥福，柯俊明，徐秋亮

《信息网络安全》

2017

Position based cryptography with location privacy: A step for Fog Computing

Rupeng Yang, Qiuliang Xu, Man Ho Au, Zuoxia Yu, Hao Wang, Lu Qun Zhou

Future Generation Computer Systems

DOI

2017

Fuzzy matching and direct revocation: a new CP-ABE scheme from multilinear maps

Hao Wang, Debiao He, Jian Shen, Zhihua Zheng, Xiao-yan Yang, Man Ho Au

Soft Computing

DOI

2016

Attribute-based handshake protocol for mobile healthcare social networks

Yi Liu, Hao Wang, Tong Li, Ping Li, Jie Ling

Future Generation Computer Systems

DOI

2016

New directly revocable attribute-based encryption scheme and its application in cloud storage environment

Hao Wang, Zhihua Zheng, Lei Wu, Ping Li

Cluster Computing

DOI

2016

Verifiable outsourced ciphertext-policy attribute-based encryption in cloud computing

Hao Wang, Debiao He, Jian Shen, Zhihua Zheng, Chuan Zhao, Minghao Zhao

Soft Computing

DOI

2016

New large-universe multi-authority ciphertext-policy ABE scheme and its application in cloud storage systems

Hao Wang, Zhihua Zheng, Lei Wu, Debiao He

Journal of High Speed Networks

DOI

2015

自适应安全的外包CP-ABE方案研究

王皓，郑志华，吴磊，王伊蕾

《计算机研究与发展》

2015

Identity-based aggregate signcryption in the standard model from multilinear maps

Hao Wang, Zhen Liu, Zhe Liu, Zhe Liu, Zhe Liu, Duncan S. Wong

Frontiers of Computer Science

DOI

2014

满足可计算序贯均衡的理性公平计算

王伊蕾，郑志华，王皓，徐秋亮

《计算机研究与发展》

2014

Hierarchial Identity-Based Encryption Scheme from Multilinear Maps

Hao Wang, Zhihua Zheng, Lei Wu

International Conference on Computational Intelligence and Security (CIS)

DOI

2013

基于安全多方计算的网络测量数据共享模型研究

王皓

《北京邮电大学》

2013

A New Privacy-Preserving Broadcast Encryption Scheme from DPVS

Hao Wang, Zhihua Zheng, Yilei Wang

International Conference on Intelligent Networking and Collaborative Systems (INCoS)

DOI

2011

抗适应性选择身份攻击的匿名HIBE方案

王皓，徐秋亮

《计算机学报》

2007

新的公平电子合同签署协议

王皓，欧毓毅，凌捷，郭荷清

《计算机工程与设计》

2006

公平的消息传输协议

王皓，郭荷清，尹剑飞，林满山

《计算机工程与设计》

精选作品

期刊论文

基于预约束加密的可追溯加密恶意流量检测

RDFDS: A Federated Learning Defense Framework in IoV With Fast Distillation Synthesis and Clustering-Based Aggregation

QSDA: Quality-Aware Secure Multidimensional Data Aggregation With Location Privacy for HIoT

Practical Private Set Operation via Secret Sharing for Lightweight Clients

DMPF–PSI: Enabling High-Frequency Updatable Private Set Intersection on Dynamic Data

PUDSQ: Privacy-Preserving User-Defined Skyline Query Processing With Function Secret Sharing

SS-PCDC: Secret Sharing-Based Private Collaborative Data Cleaning in Cloud-Assisted Setting

PriXGB: Secure and accurate XGBoost training with function secret sharing for vertical and horizontal data partitioning

MKXGB: Privacy-preserving XGBoost training over encrypted multi-source data via multi-key homomorphic encryption

An Unbounded Multi-Input Quadratic Functional Encryption Scheme for Secure Cloud-Based Machine Learning

Outsourced Secure Cross-Modal Retrieval Based on Secret Sharing for Lightweight Clients

PPSKSQ: Towards Efficient and Privacy-Preserving Spatial Keyword Similarity Query in Cloud

OVP-FL: Outsourced Verifiable Privacy-Preserving Federated Learning

MDTL: Maliciously Secure Distributed Transfer Learning Based on Replicated Secret Sharing

Heapsort-Based Secure Top-K Query Scheme for E-Healthcare Systems

Multi-User Privacy-Preserving and Verifiable Spatial-Feature Data Query for IoT Clouds

Secure medical data sharing with verifiable outsourced decryption and cryptographic reverse firewalls

Privacy-preserving and verifiable multi-task data aggregation for IoT-based healthcare

函数秘密共享研究进展

Two Practical Attribute-Based Encryption Schemes for Privacy-Preserving Mobile Location-Sharing Applications

Towards Auditable and Privacy-Preserving Online Medical Diagnosis Service Over Cloud

Privacy-Preserving Machine Learning in Cloud–Edge–End Collaborative Environments

Publicly Verifiable Secure Multi-Party Computation Framework Based on Bulletin Board

Privacy-preserving recommendation system based on social relationships

Secure Multi-party SM2 Signature Based on SPDZ Protocol

位置轨迹相关性差分隐私保护技术研究与进展

SecKNN: FSS-Based Secure Multi-Party KNN Classification Under General Distance Functions

Over-threshold multi-party private set operation protocols for lightweight clients

eCLAS: An Efficient Pairing-Free Certificateless Aggregate Signature for Secure VANET Communication

FPCBC:基于众包聚合的联邦学习隐私保护分类系统

一个高效的安全两方近似模式匹配协议

移动社交网络中面向隐私保护的精确好友匹配

Distributed Fog Computing and Federated-Learning-Enabled Secure Aggregation for IoT Devices

Server‐aided multiparty private set intersection protocols for lightweight clients and the application in intelligent logistics

PPCNN: An efficient privacy‐preserving CNN training and inference framework

DVPPIR: privacy-preserving image retrieval based on DCNN and VHE

SWMQ: Secure wildcard pattern matching with query

Game-Theoretical Analysis of Mining Strategy for Bitcoin-NG Blockchain Protocol

Accurate Range Query With Privacy Preservation for Outsourced Location-Based Service in IoT

Privacy-preserving location-based traffic density monitoring

Privacy‐preserving statistical computing protocols for private set intersection

Privacy-Preserving Cancelable Biometric Authentication Based on RDM and ECC

Efficient and Privacy-Preserving Massive Data Processing for Smart Grids

安全的常数轮多用户k-均值聚类计算协议

A Lightweight Privacy-Preserving Fair Meeting Location Determination Scheme

A cloud-aided privacy-preserving multi-dimensional data comparison protocol

Substring-searchable attribute-based encryption and its application for IoT devices

A electronic voting protocol based on blockchain and homomorphic signcryption

Privacy-preserving polynomial interpolation and its applications on predictive analysis

Secure extended wildcard pattern matching protocol from cut-and-choose oblivious transfer

A blockchain‐based traceable group loan system

Blockchain-based fair payment smart contract for public cloud storage auditing

Permutable Cut-and-Choose Oblivious Transfer and Its Application

适用于智能环境的高效安全云辅助模式匹配协议

ID-Based Strong Designated Verifier Signature over R -SIS Assumption

Efficient Attribute-Based Encryption with Privacy-Preserving Key Generation and Its Application in Industrial Cloud

Integrity Audit of Shared Cloud Data with Identity Tracking

Privacy-Preserving Wildcards Pattern Matching Protocol for IoT Applications

Decentralization is Vulnerable Under the Gap Game

一个高效安全三方带通配符模式匹配协议

Privacy preserved wireless sensor location protocols based on mobile edge computing

A dynamic integrity verification scheme of cloud storage data based on lattice and Bloom filter

An ORAM-based privacy preserving data sharing scheme for cloud storage

数字货币中的区块链及其隐私保护机制

Position based cryptography with location privacy: A step for Fog Computing

Fuzzy matching and direct revocation: a new CP-ABE scheme from multilinear maps

Attribute-based handshake protocol for mobile healthcare social networks

New directly revocable attribute-based encryption scheme and its application in cloud storage environment

Verifiable outsourced ciphertext-policy attribute-based encryption in cloud computing

New large-universe multi-authority ciphertext-policy ABE scheme and its application in cloud storage systems

自适应安全的外包CP-ABE方案研究

Identity-based aggregate signcryption in the standard model from multilinear maps

满足可计算序贯均衡的理性公平计算

Hierarchial Identity-Based Encryption Scheme from Multilinear Maps

基于安全多方计算的网络测量数据共享模型研究

A New Privacy-Preserving Broadcast Encryption Scheme from DPVS

抗适应性选择身份攻击的匿名HIBE方案

新的公平电子合同签署协议