百晓学者学者目录

郑艺峰

副教授、硕导，闽南师范大学

精选作品

期刊论文

2026

混合数据下基于Tsallis熵的集成因果特征选择算法

刘子文，郑艺峰，陈新纪，魏葆雅，李国和

《计算机工程与应用》

2026

SLDPC: Slide-Level Dual-Prompt Collaboration for few-shot whole slide image classification

Lulin Yuan, Yifeng Zheng, Weiqiang Liu, Hong Zhao, Wenjie Zhang, Baoya Wei, Liming Chen

Computerized Medical Imaging and Graphics

DOI

2026

Joint caching-trajectory optimization for dynamic UAV-MEC networks: Context-aware game combined MADDPG

Zilin Wang, Liming Chen, Pengxian Chen, Yifeng Zheng, Wenjie Zhang

Computer Networks

DOI

2026

An ensemble attribute reduction approach via group optimization fusion in quadratic-voting rough set

Feng Xue, Yifeng Zheng, Changzhe Lin, Baoya Wei, Weiqiang Liu, Wenjie Zhang, Guohe Li

Applied Soft Computing

DOI

2026

A Novel Ensemble Label Propagation With Fuzzy C‐Means and Sorting Empowerment Strategy for Multi‐Label Learning

Yifeng Zheng, Zeliang Zhang, Yafen Liu, Depeng Qin, Baoya Wei, Wenjie Zhang, Guohe Li

Expert Systems

DOI

2026

An Unsupervised Community Detection Algorithm Based on Multi-path Fusion Graph Convolutional Networks

Weijiang Wu, 聂国伟, Yifeng Zheng

International Conference on Computer, Artificial Intelligence and Control Engineering (CAICE)

DOI

2025

多粒度任务卸载与服务器关联优化方法

陈智菁，郑艺峰，张文杰

《闽南师范大学学报(自然科学版)》

2025

Optimal computation offloading, dynamic pricing and admission control for mobile edge computing-enabled blockchain

Liming Chen, Yi Liu, Wenjie Zhang, Yifeng Zheng, Liwei Yang, Chai Kiat Yeo

Wireless Networks

DOI

2025

Optimal sequential computation offloading and migration in mobile edge computing with multi-task priority

Jing Wang, Wenjie Zhang, Ziqiong Lin, Yifeng Zheng

Computing

DOI

2025

Contract-based resource reservation for energy harvesting-enabled mobile edge computing

Deyue Jiang, Liming Chen, Yifeng Zheng, Jingmin Yang, Liwei Yang, Wenjie Zhang

The Journal of Supercomputing

DOI

2025

Computation Offloading in Mobile Edge Computing-enabled Blockchain Based on Contract and Matching Theory

Wenjie Zhang, Yijun Li, Jingmin Yang, Yifeng Zheng, Ziqiong Lin, Chai Kiat Yeo

Mobile Networks and Applications

DOI

2025

Computation offloading and pricing strategy for heterogeneous multicell network with mobile edge computing

Min‐Li Chen, Yifeng Zheng, Jingmin Yang, Liwei Yang, Wenjie Zhang

Peer-to-Peer Networking and Applications

DOI

2025

Novel Ensemble Approach with Incremental Information Level and Improved Evidence Theory for Attribute Reduction

Peng Yu, Yifeng Zheng, Ziwen Liu, Baoya Wei, Wenjie Zhang, Ziqiong Lin, Zhehan Li

Entropy

DOI

2025

Decaf: Data Distribution Decompose Attack Against Federated Learning

Zhiyang Dai, Yan-Song Gao, Chunyi Zhou, Anmin Fu, Zhi Zhang, Min-Hui Xue, Yifeng Zheng, Yuqing Zhang

IEEE Transactions on Information Forensics and Security

DOI

2025

Privacy-Preserving Competitive Detour Tasking in Spatial Crowdsourcing

Yifeng Zheng, Menglun Zhou, Songlei Wang, Zhong-Yun Hua, Jing-Hua Jiang, Yan-Song Gao

IEEE Transactions on Services Computing

DOI

2025

Reversible Data Hiding over Encrypted Images via Intrinsic Correlation in Block-Based Secret Sharing

Jianhui Zou, Wei-Jia Cao, Nan-Kun Mu, Shuang Yi, Yifeng Zheng, Zhao-Quan Gu, Zhong-Yun Hua

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2025

Kill Two Birds with One Stone! Trajectory enabled Unified Online Detection of Adversarial Examples and Backdoor Attacks

Anmin Fu, Fanyu Meng, Huaibing Peng, Hua Ma, Zhi Zhang, Yifeng Zheng, Willy Susilo, Yan-Song Gao

arXiv.org

DOI

2025

PrivBoost: A federated learning framework for differentially private tree boosting

Shuangqing Xu, Yifeng Zheng, Yan-Song Gao, Zhong-Yun Hua

Comput. Networks

DOI

2025

Division and Union: Latent Model Watermarking

Zhiyang Dai, Yan-Song Gao, Bo-Yu Kuang, Yifeng Zheng, A. Mian, Ruimin Wang, Anmin Fu

IEEE Transactions on Information Forensics and Security

DOI

2025

FineBID: Fine-Grained Protocol Reverse Engineering for Bit-Level Field IDentification

Tao Huang, Yan-Song Gao, Yifeng Zheng, Zhanfeng Wang, Chao Hu, Anmin Fu

IEEE Transactions on Dependable and Secure Computing

DOI

2025

OblivTime: Oblivious and Efficient Interval Skyline Query Processing Over Encrypted Time-Series Data

Huajie Ouyang, Yifeng Zheng, Songlei Wang, Zhong-Yun Hua

IEEE Transactions on Services Computing

DOI

2025

Assuring Certified Database Utility in Privacy-Preserving Database Fingerprinting

Ming-Yang Song, Zhong-Yun Hua, Yifeng Zheng, Tao Xiang, Guoai Xu, Xing-Liang Yuan

USENIX Security Symposium

2025

Boosting Deepfake Detection Generalizability via Expansive Learning and Confidence Judgement

Kui-Yuan Zhang, Zeming Hou, Zhong-Yun Hua, Yifeng Zheng, L. Yu Zhang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

Combating Abusive Information in Encrypted Messaging Services: A Secure and Efficient Realization

Rui Lian, Yifeng Zheng, Yulong Ming, Chengjun Cai, Cong Wang, Xiaohua Jia

IEEE Transactions on Services Computing

DOI

2025

<inline-formula><tex-math notation="LaTeX">${\sf GoCrowd}$</tex-math><alternatives><mml:math><mml:mi mathvariant="sans-serif">GoCrowd</mml:mi></mml:math><inline-graphic xlink:href="zheng-ieq1-3415003.gif"/></alternatives></inline-formula>: Obliviously Aggregating Crowd Wisdom With Quality Awareness

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, X. Yi

IEEE Transactions on Dependable and Secure Computing

DOI

2025

PrivAGM: Secure Construction of Differentially Private Directed Attributed Graph Models on Decentralized Social Graphs

Songlei Wang, Yifeng Zheng, Xiaohua Jia, Hai-Bo Hu

Proceedings of the VLDB Endowment

DOI

2025

Privacy-Assured Analytics on Decentralized Graphs:The Case of Graph Learning

Longjie Li, Yifeng Zheng, Songlei Wang, Zhong-Yun Hua, Lei Xu, Yan-Song Gao

International Conference on Trust, Security and Privacy in Computing and Communications

DOI

2024

移动边缘计算中资源供给不确定下的最优投资和定价问题

林德铭，林姿琼，郑艺峰，杨敬民，张文杰

《南京大学学报(自然科学)》

2024

覆盖变精度粗糙区间直觉模糊集模型探究

吴武顺，郑艺峰

《莆田学院学报》

2024

基于密度峰值的标签传播算法

吴卫江，王星豪，潘雪玲，郑艺峰，郑猋

《计算机与数字工程》

2024

基于权重距离的优势边界小类样本合成算法

何田中，郑艺峰，胡敏杰

《闽南师范大学学报(自然科学版)》

2024

Joint Optimization of Computation Offloading, Dynamic Pricing and Admission Control in Mobile Edge Computing-Enable Blockchain

Yi Liu, Wenjie Zhang, Yifeng Zheng, Liming Chen

International Conference on Signal Processing, Computer Networks and Communications (SPCNC)

DOI

2024

An algorithm that excavates suboptimal states and improves Q-learning

Canxin Zhu, Jingmin Yang, Wenjie Zhang, Yifeng Zheng

Engineering Research Express

DOI

2024

A novel ensemble over-sampling approach based Chebyshev inequality for imbalanced multi-label data

Weishuo Ren, Yifeng Zheng, Wenjie Zhang, Depeng Qing, Xianlong Zeng, Guohe Li

Neurocomputing

DOI

2024

A novel ensemble label propagation with hierarchical weighting for semi-supervised learning

Yifeng Zheng, Yafen Liu, Depeng Qing, Wenjie Zhang, Xueling Pan, Guohe Li

Knowledge and Information Systems

DOI

2024

Matching with contract-based resource trading in UAV-assisted MEC system

Yuanfa Lu, Ziqiong Lin, Wenjie Zhang, Yifeng Zheng, Jingmin Yang

The Journal of Supercomputing

DOI

2024

Optimization of semi-supervised generative adversarial network models: a survey

Yongqing Ma, Yifeng Zheng, Wenjie Zhang, Baoya Wei, Ziqiong Lin, Weiqiang Liu, Zhehan Li

International Journal of Intelligent Computing and Cybernetics

DOI

2024

A novel ensemble causal feature selection approach with mutual information and group fusion strategy for multi-label data

Yifeng Zheng, Xianlong Zeng, Wenjie Zhang, Baoya Wei, Weishuo Ren, Depeng Qing

International Journal of Intelligent Computing and Cybernetics

DOI

2024

Dynamic community detection algorithm based on hyperbolic graph convolution

Weijiang Wu, He-Ping Tan, Yifeng Zheng

International Journal of Intelligent Computing and Cybernetics

DOI

2024

An algorithm for multi-armed bandit based on variance change sensitivity

Canxin Zhu, Jingmin Yang, Wenjie Zhang, Yifeng Zheng

Engineering Research Express

DOI

2024

Ensemble Transductive Propagation Network for Semi-Supervised Few-Shot Learning

Xueling Pan, Guohe Li, Yifeng Zheng

Entropy

DOI

2024

Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making

Yuling Su, Hong Zhao, Yifeng Zheng, Yu Wang

IEEE Transactions on Big Data

DOI

2024

DRL-Based Contract Incentive for Wireless-Powered and UAV-Assisted Backscattering MEC System

Che Chen, Shimin Gong, Wenjie Zhang, Yifeng Zheng, Chai Kiat Yeo

IEEE Transactions on Cloud Computing

DOI

2024

GraphGuard: Private Time-Constrained Pattern Detection Over Streaming Graphs in the Cloud

Songlei Wang, Yifeng Zheng, Xiaohua Jia

USENIX Security Symposium

2024

BopSkyline: Boosting privacy-preserving skyline query service in the cloud

Weibo Wang, Yifeng Zheng, Songlei Wang, Zhong-Yun Hua, Lei Xu, Yan-Song Gao

Computers & security

DOI

2024

eGrass: An Encrypted Attributed Subgraph Matching System With Malicious Security

Songlei Wang, Yifeng Zheng, Xiao-Hua Jia, Cong Wang

IEEE Transactions on Information Forensics and Security

DOI

2024

SimLESS: A Secure Deduplication System Over Similar Data in Cloud Media Sharing

Ming-Yang Song, Zhong-Yun Hua, Yifeng Zheng, Tao Xiang, Xiao-Hua Jia

IEEE Transactions on Information Forensics and Security

DOI

2024

Enabling Transparent Deduplication and Auditing for Encrypted Data in Cloud

Ming-Yang Song, Zhong-Yun Hua, Yifeng Zheng, Tao Xiang, Xiaohua Jia

IEEE Transactions on Dependable and Secure Computing

DOI

2024

Towards robust and privacy-preserving federated learning in edge computing

Hongliang Zhou, Yifeng Zheng, Xiaohua Jia

Comput. Networks

DOI

2024

Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy

Shuangqing Xu, Yifeng Zheng, Zhong-Yun Hua

Conference on Computer and Communications Security

DOI

2024

LSDedup: Layered Secure Deduplication for Cloud Storage

Ming-Yang Song, Zhong-Yun Hua, Yifeng Zheng, Hejiao Huang, Xiaohua Jia

IEEE transactions on computers

DOI

2024

PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark

Zhong-Yun Hua, Yan Tong, Yifeng Zheng, Yuhong Li, Yushu Zhang

IEEE Transactions on Information Forensics and Security

DOI

2024

Blockchain-Assisted Secure Deduplication for Large-Scale Cloud Storage Service

Zhong-Yun Hua, Yufei Yao, Ming-Yang Song, Yifeng Zheng, Yushu Zhang, Cong Wang

IEEE Transactions on Services Computing

DOI

2024

SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization

Yifeng Zheng, Tianchen Xiong, Huajie Ouyang, Songlei Wang, Zhong-Yun Hua, Yan-Song Gao

WISE

DOI

2024

SecDR: Enabling Secure, Efficient, and Accurate Data Recovery for Mobile Crowdsensing

Yifeng Zheng, Menglun Zhou, Songlei Wang, Hejiao Huang, Xiaohua Jia, X. Yi, Cong Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2024

PrivRo: A Privacy-Preserving Crowdsourcing Service With Robust Quality Awareness

Rui Lian, Yifeng Zheng, Cong Wang

IEEE Transactions on Services Computing

DOI

2024

Nemesis: Combating Abusive Information in Encrypted Messaging with Private Reporting

Rui Lian, Yulong Ming, Chengjun Cai, Yifeng Zheng, Cong Wang, Xiaohua Jia

European Symposium on Research in Computer Security

DOI

2024

NTD: Non-Transferability Enabled Deep Learning Backdoor Detection

Yinshan Li, Hua Ma, Zhi Zhang, Yan-Song Gao, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Yifeng Zheng, S. Al-Sarawi, Derek Abbott

IEEE Transactions on Information Forensics and Security

DOI

2024

Reversible Data Hiding Over Encrypted Images via Preprocessing-Free Matrix Secret Sharing

Zhongyun Hua, Xing-Yu Liu, Yifeng Zheng, Shuang Yi, Yushu Zhang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

基于样本分布的类别均衡化方法

李国和，陈桂婷，郑艺峰，洪云峰，周晓明，潘雪玲

《计算机工程与设计》

2023

中继选择和队列稳定动态能量优化策略

陈澈，郑艺峰，杨敬民，杨立伟，张文杰

《计算机科学》

2023

面向深度网络的小样本学习综述

潘雪玲，李国和，郑艺峰

《计算机应用研究》

2023

有监督深度学习的优化方法研究综述

江铃燚，郑艺峰，陈澈，李国和，张文杰

《中国图象图形学报》

2023

“新工科”背景下大数据专业教学模式改革与研究

郑艺峰，周豫苹，张文杰，魏葆雅

《电脑知识与技术》

2023

Computation Offloading in Mobile Edge Computing-Enabled Blockchain using Matching and Contract Theory

Yijun Li, Liming Chen, Wenjie Zhang, Yifeng Zheng, Ziqiong Lin

International Conference on Networks, Communication and Computing (ICNCC)

DOI

2023

Resource Reservation Contract Design for Mobile Edge Computing with Energy Harvesting

Deyue Jiang, Liming Chen, Ziqiong Lin, Wenjie Zhang, Yifeng Zheng

International Conference on Artificial Intelligence and Computer Engineering (ICAICE)

DOI

2023

Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing

Yifeng Zheng, Lushan Zou, Wenjie Zhang, Jingmin Yang, Liwei Yang, Ziqiong Lin

Journal of Grid Computing

DOI

2023

Efficient and Secure Spatial Range Query over Large-scale Encrypted Data

Yin-Bin Miao, Chao Xu, Yifeng Zheng, Xi-Meng Liu, Xiangdong Meng, R. Deng

IEEE International Conference on Distributed Computing Systems

DOI

2023

ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud

Yifeng Zheng, Weibo Wang, Songlei Wang, Zhong-Yun Hua, Yan-Song Gao

IEEE Transactions on Services Computing

DOI

2023

FCDedup: A Two-Level Deduplication System for Encrypted Data in Fog Computing

Ming-Yang Song, Zhongyun Hua, Yifeng Zheng, Tao Xiang, Xiao-Hua Jia

IEEE Transactions on Parallel and Distributed Systems

DOI

2023

Blockchain-Based Deduplication and Integrity Auditing Over Encrypted Cloud Storage

M. Song, Zhongyun Hua, Yifeng Zheng, Hejiao Huang, Xiaohua Jia

IEEE Transactions on Dependable and Secure Computing

DOI

2023

Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images

Zhongyun Hua, Yanxiang Wang, Shuang Yi, Yifeng Zheng, Xing-Yu Liu, Yong-Yong Chen, Xinpeng Zhang

IEEE Transactions on Dependable and Secure Computing

DOI

2023

MAGO: Maliciously Secure Subgraph Counting on Decentralized Social Graphs

Songlei Wang, Yifeng Zheng, Xiaohua Jia, Qian Wang, Cong Wang

IEEE Transactions on Information Forensics and Security

DOI

2023

Enabling Large-Capacity Reversible Data Hiding Over Encrypted JPEG Bitstreams

Zhongyun Hua, Ziyi Wang, Yifeng Zheng, Yong-Yong Chen, Yuan-Man Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Privacy-Preserving Content-Based Similarity Detection Over in-the-Cloud Middleboxes

Jing Yao, Xiangyi Meng, Yifeng Zheng, Cong Wang

IEEE Transactions on Cloud Computing

DOI

2023

PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing

Menglun Zhou, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Hejiao Huang, Yan-Song Gao, Xiaohua Jia

Comput. Networks

DOI

2023

Toward Robust Hierarchical Federated Learning in Internet of Vehicles

Hongliang Zhou, Yifeng Zheng, Hejiao Huang, Jiangang Shu, Xiaohua Jia

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

Collaborative prediction and detection of DDoS attacks in edge computing: A deep learning-based approach with distributed SDN

Hongliang Zhou, Yifeng Zheng, Xiaohua Jia, Jiangang Shu

Comput. Networks

DOI

2023

MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning

Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yan-Song Gao, S. Al-Sarawi, Derek Abbott

Computers & security

DOI

2023

Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables

Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yan-Song Gao, Zhongyun Hua

IEEE Transactions on Services Computing

DOI

2023

PrigSim: Towards Privacy-Preserving Graph Similarity Search as a Cloud Service

Songlei Wang, Yifeng Zheng, Xiaohua Jia, Hejiao Huang, Cong Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2023

Securely Outsourcing Neural Network Inference to the Cloud With Lightweight Techniques

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, X. Yi

IEEE Transactions on Dependable and Secure Computing

DOI

2023

Vertical Federated Learning: Taxonomies, Threats, and Prospects

Qun Li, Chandra Thapa, Lawrence Ong, Yifeng Zheng, Hua Ma, Seyit Ahmet Camtepe, Anmin Fu, Yan-Song Gao

arXiv.org

DOI

2022

移动边缘计算中资源分配和定价方法综述

邹璐珊，黄晓雯，杨敬民，郑艺峰，张光林，张文杰

《电信科学》

2022

面向分类模型学习的样本类别均衡化方法

李国和，刘顺欣，张予杰，郑艺峰，洪云峰，周晓明

《计算机应用与软件》

2022

深度半监督学习中伪标签方法综述

刘雅芬，郑艺峰，江铃燚，李国和，张文杰

《计算机科学与探索》

2022

Mobile edge computing-enabled blockchain: contract-guided computation offloading

Yijun Li, Ziqiong Lin, Wenjie Zhang, Yifeng Zheng, Jingmin Yang

The Journal of Supercomputing

DOI

2022

Deep Reinforcement Learning based Contract Incentive for UAVs and Energy Harvest Assisted Computing

Che Chen, Shimin Gong, Wenjie Zhang, Yifeng Zheng, Yeo Chai Kiat

Globecom

DOI

2022

Optimal Design of Resource Discovery-Allocation- Transmission-Offloading Strategy in Mobile Edge Computing

Rongzong Guo, Yi Liu, Ziqiong Lin, Yifeng Zheng, Wenjie Zhang, Jingmin Yang

DOI

2022

Distributed algorithm for computation offloading in mobile edge computing considering user mobility and task randomness

F. Yifeng Zheng, Shanfeng Huang, Wenjie Zhang, F. Jingmin Yang, Fuqian Yang, S. Chai Kiat Yeo

The Journal of Supercomputing

DOI

2022

M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models

Linshan Hou, Zhong-Yun Hua, Yu-Hong Li, Yifeng Zheng, L. Zhang

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Towards secure and trustworthy crowdsourcing: challenges, existing landscape, and future directions

Rui Lian, Anxin Zhou, Yifeng Zheng

Wireless networks

DOI

2022

Privacy-Preserving Collaborative Analytics on Medical Time Series Data

Xiaoning Liu, Yifeng Zheng, X. Yi, S. Nepal

IEEE Transactions on Dependable and Secure Computing

DOI

2022

SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service

Songlei Wang, Yifeng Zheng, Xiaohua Jia

IEEE Transactions on Services Computing

DOI

2022

Securely and Efficiently Outsourcing Decision Tree Inference

Yifeng Zheng, Huayi Duan, Cong Wang, Ruochen Wang, S. Nepal

IEEE Transactions on Dependable and Secure Computing

DOI

2022

OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service

Songlei Wang, Yifeng Zheng, Xiaohua Jia, Hejiao Huang, Cong Wang

IEEE Transactions on Information Forensics and Security

DOI

2022

BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label

Sheng-Shan Hu, Ziqi Zhou, Yechao Zhang, L. Zhang, Yifeng Zheng, Yuanyuan He, Hai Jin

ACM Multimedia

DOI

2022

Towards Privacy-Preserving and Verifiable Federated Matrix Factorization

Xi-Cheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yan-Song Gao

Knowledge-Based Systems

DOI

2022

PeGraph: A System for Privacy-Preserving and Efficient Search Over Encrypted Social Graphs

Songlei Wang, Yifeng Zheng, Xiaohua Jia, X. Yi

IEEE Transactions on Information Forensics and Security

DOI

2022

Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints

Minghui Li, Wei Wan, Jian-Rong Lu, Sheng-Shan Hu, Jun-Yu Shi, L. Zhang, Man Zhou, Yifeng Zheng

International Conference on Mobile Ad-hoc and Sensor Networks

DOI

2022

Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition

Songlei Wang, Yifeng Zheng, Xiaohua Jia, X. Yi

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

SecSkyline: Fast Privacy-Preserving Skyline Queries Over Encrypted Cloud Databases

Yifeng Zheng, Weibo Wang, Songlei Wang, Xiaohua Jia, Hejiao Huang, Cong Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, X. Yi

IACR Cryptology ePrint Archive

DOI

2022

Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization

Yifeng Zheng, Shang-Qi Lai, Yi Liu, Xingliang Yuan, X. Yi, Cong Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2021

基于限制性随机游走局部谱近似社区发现算法

吴卫江，桑睿彤，郑艺峰

《计算机工程与设计》

DOI

2021

深度学习和移动边缘计算在自动驾驶的应用综述

黄磊，郑艺峰，张文杰

《闽南师范大学学报(自然科学版)》

DOI

2021

基于Fisher Score和社会选择优化的特征选择方法

郑艺峰，李国和，张文杰，潘雪玲，魏葆雅

《闽南师范大学学报(自然科学版)》

DOI

2021

Multi-Rhythm Capsule Network Recognition Structure for Motor Imagery Classification

Meiyan Xu, Junfeng Yao, Yifeng Zheng, Yaojin Lin

Journal of Web Engineering

DOI

2021

A novel feature selection approach with Pareto optimality for multi-label data

Guohe Li, Yong Li, Yifeng Zheng, Ying Li, Yunfeng Hong, Xiaoming Zhou

Applied Intelligence

DOI

2021

Distributed Algorithm for Computation Offloading in Mobile Edge Computing

Lei Huang, Yifeng Zheng, Jingmin Yang, Wenjie Zhang, Liwei Yang, Chai Kiat Yeo

International Conference on Communications and Broadband Networking (ICCBN)

DOI

2021

A Novel Multi-label Feature Selection Based on Pareto Optimality

Guohe Li, Yong Li, Yifeng Zheng

Lecture notes on data engineering and communications technologies

DOI

2021

MediSC: Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service

Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, X. Yi

European Symposium on Research in Computer Security

DOI

2021

Can differential privacy practically protect collaborative deep learning inference for IoT?

Jihyeon Ryu, Yifeng Zheng, Yan-Song Gao, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang

Wireless networks

DOI

2021

Towards Encrypted In-Network Storage Services with Secure Near-Duplicate Detection

Helei Cui, Xingliang Yuan, Yifeng Zheng, Cong Wang

IEEE Transactions on Services Computing

DOI

2021

SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning

Yan-Song Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jian-Nan Wei, Mang Su

Computers & security

DOI

2021

Optimizing Secure Decision Tree Inference Outsourcing

Yifeng Zheng, Cong Wang, Ruochen Wang, Huayi Duan, S. Nepal

IEEE Transactions on Dependable and Secure Computing

DOI

2021

Building a Secure Knowledge Marketplace Over Crowdsensed Data Streams

Chengjun Cai, Yifeng Zheng, Anxin Zhou, Cong Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2021

Decamouflage: A Framework to Detect Image-Scaling Attacks on CNN

Bedeuro Kim, Alsharif Abuadbba, Yan-Song Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, S. Nepal, Hyoungshick Kim

Dependable Systems and Networks

DOI

2021

RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things

Huming Qiu, Hua Ma, Zhi Zhang, Yan-Song Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, D. Abbott, S. Al-Sarawi

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

DOI

2021

Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics

Rui Lian, Anxin Zhou, Yifeng Zheng, Cong Wang

Quality of Service in Heterogeneous Wired/Wireless Networks

DOI

2020

基于密度和半监督学习的数据修复与聚类

张倩倩，李国和，郑艺峰

《计算机工程与设计》

DOI

2020

A New Efficient Algorithm Based on Multi-Classifiers Model for Classification

Yifeng Zheng, Guohe Li, Wenjie Zhang

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

DOI

2020

Evaluation of Federated Learning in Phishing Email Detection

Chandra Thapa, Jun Tang, Alsharif Abuadbba, Yan-Song Gao, Seyit Ahmet Camtepe, S. Nepal, Mahathir Almashor, Yifeng Zheng

Italian National Conference on Sensors

DOI

2020

SoK: A Systematic Study of Attacks in Efficient Encrypted Cloud Data Search

Jing Yao, Yifeng Zheng, Yu Guo, Cong Wang

SBC@AsiaCCS

DOI

2020

A Practical System for Privacy-Aware Targeted Mobile Advertising Services

Jing-Hua Jiang, Yifeng Zheng, Zhenkui Shi, Xingliang Yuan, Xiao-Lin Gui, Cong Wang

IEEE Transactions on Services Computing

DOI

2020

You Can Access but You Cannot Leak: Defending Against Illegal Content Redistribution in Encrypted Cloud Media Center

L. Zhang, Yifeng Zheng, J. Weng, Cong Wang, Zihao Shan, K. Ren

IEEE Transactions on Dependable and Secure Computing

DOI

2020

Towards IoT Security Automation and Orchestration

Yifeng Zheng, Arindam Pal, Sharif Abuadbba, Shiva Raj Pokhrel, S. Nepal, H. Janicke

International Conference on Trust, Privacy and Security in Intelligent Systems and Applications

DOI

2020

Privacy-Aware and Efficient Mobile Crowdsensing with Truth Discovery

Yifeng Zheng, Huayi Duan, Xingliang Yuan, Cong Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2020

FedEmail: Performance Measurement of Privacy-friendly Phishing Detection Enabled by Federated Learning

Chandra Thapa, Jun Tang, Sharif Abuadbba, Yan-Song Gao, Yifeng Zheng, Seyit Ahmet Camtepe, S. Nepal, Mahathir Almashor

arXiv.org

2020

Towards Secure Edge-assisted Image Sharing for Timely Disaster Situation Awareness

Jing Yao, Yifeng Zheng, Cong Wang, S. Nepal

International Conference on E-Business and Telecommunication Networks

DOI

2020

Cloud-Based Privacy-Preserving Collaborative Consumption for Sharing Economy

L. Lyu, S. Chau, Nan Wang, Yifeng Zheng

IEEE Transactions on Cloud Computing

DOI

2020

RC-SSFL: Towards Robust and Communication-efficient Semi-supervised Federated Learning System

Yi Liu, Xingliang Yuan, Ruihui Zhao, Yifeng Zheng, Yefeng Zheng

arXiv.org

2019

深度学习及其在计算机视觉领域中的应用

李国和，乔英汉，吴卫江，郑艺峰，洪云峰，周晓明

《计算机应用研究》

DOI

2019

面向二维码的数字水印置入与提取方法

李国和，陈晨，吴卫江，郑艺峰，洪云峰，周晓明

《计算机工程与应用》

2019

决策信息系统的连续型特征选取方法

李国和，杨绍伟，吴卫江，郑艺峰

《信息与控制》

DOI

2019

面向Android平台的软件测试模型研究

黄伟婷，郑艺峰

《信息与电脑》

2019

Aggregating Crowd Wisdom via Blockchain: A Private, Correct, and Robust Realization

Huayi Duan, Yifeng Zheng, Yue-Feng Du, Anxin Zhou, Cong Wang, M. Au

Annual IEEE International Conference on Pervasive Computing and Communications

DOI

2019

Private Truth Discovery in Cloud-Empowered Crowdsensing Systems

Yifeng Zheng, Cong Wang

Encyclopedia of Wireless Networks

DOI

2019

Treasure Collection on Foggy Islands: Building Secure Network Archives for Internet of Things

Huayi Duan, Yifeng Zheng, Cong Wang, Xingliang Yuan

IEEE Internet of Things Journal

DOI

2019

A Privacy-Preserving System for Targeted Coupon Service

Jing Yao, Yifeng Zheng, Yu Guo, Chengjun Cai, Anxin Zhou, Cong Wang, Xiao-Lin Gui

IEEE Access

DOI

2019

Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising

Yifeng Zheng, Huayi Duan, Xiaoting Tang, Cong Wang, Jiantao Zhou

IEEE Transactions on Dependable and Secure Computing

DOI

2019

Towards Secure and Efficient Outsourcing of Machine Learning Classification

Yifeng Zheng, Huayi Duan, Cong Wang

European Symposium on Research in Computer Security

DOI

2019

Towards Private, Robust, and Verifiable Crowdsensing Systems via Public Blockchains

Chengjun Cai, Yifeng Zheng, Yue-Feng Du, Zhan Qin, Cong Wang

IEEE Transactions on Dependable and Secure Computing

DOI

2018

A New Algorithm for Classification Based on Multi-classifiers Learning

Yifeng Zheng, Guohe Li, Wenjie Zhang

Communications in computer and information science

DOI

2018

Learning the Truth Privately and Confidently: Encrypted Confidence-Aware Truth Discovery in Mobile Crowdsensing

Yifeng Zheng, Huayi Duan, Cong Wang

IEEE Transactions on Information Forensics and Security

DOI

2018

Toward Secure Image Denoising: A Machine Learning Based Realization

Yifeng Zheng, Cong Wang, Jiantao Zhou

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2018

Toward Privacy-Preserving Personalized Recommendation Services

Cong Wang, Yifeng Zheng, Jing-Hua Jiang, K. Ren

DOI

2018

Enabling Search Over Encrypted Cloud Data With Concealed Search Pattern

Jing Yao, Yifeng Zheng, Cong Wang, Xiao-Lin Gui

IEEE Access

DOI

2018

Leveraging Crowdsensed Data Streams to Discover and Sell Knowledge: A Secure and Efficient Realization

Chengjun Cai, Yifeng Zheng, Cong Wang

IEEE International Conference on Distributed Computing Systems

DOI

2017

基于校企合作的创新型软件工程专业实践教学模式改革

黄茹芬，郑艺峰，陈碧珍

《福建电脑》

2017

基于标记重要性的多标记特征选择算法

魏葆雅，林梦雷，郑艺峰

《湘潭大学学报(自然科学版)》

2017

数据库课程实验教学模式改革及其实践平台设计

郑艺峰，陈碧珍，黄茹芬

《数码世界》

2017

Energy Efficiency Consideration for Indoor Femtocell Networks in TV White Spaces

Wenjie Zhang, Guanglin Zhang, Yifeng Zheng, Ling Xie, Chai Kiat Yeo

IEEE Access

DOI

2017

Privacy-Preserving Image Denoising From External Cloud Databases

Yifeng Zheng, Helei Cui, Cong Wang, Jiantao Zhou

IEEE Transactions on Information Forensics and Security

DOI

2017

安全な重複除外による暗号化クラウドメディアセンターに向けて【Powered by NICT】

Yifeng Zheng, Xingliang Yuan, Xin-Yu Wang, Jing-Hua Jiang, Cong Wang, Xiao Gui

2017

A Framework of Secure Delivery Service for Targeted Coupons with Encrypted Search

Jing-Hua Jiang, Xiao-Lin Gui, Yifeng Zheng, Xue-Jun Zhang, Xingliang Yuan, Cong Wang

DOI

2017

外部雲データベースからのプライバシー保護画像雑音除去【Powered by NICT】

Yifeng Zheng, Helei Cui, Cong Wang, Jian-Tao Zhou

2017

Toward Encrypted Cloud Media Center With Secure Deduplication

Yifeng Zheng, Xingliang Yuan, Xinyu Wang, Jing-Hua Jiang, Cong Wang, Xiao-Lin Gui

IEEE transactions on multimedia

DOI

2016

基于支持度和增比率的改进关联分类算法

王卫平，周忠眉，郑艺峰

《计算机工程与科学》

2016

Enabling secure and effective near-duplicate detection over encrypted in-network storage

Helei Cui, Xingliang Yuan, Yifeng Zheng, Cong Wang

IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications

DOI

2016

Towards privacy-preserving user targeting

Jing-Hua Jiang, Yifeng Zheng, Zhenkui Shi, Jing Yao, Cong Wang, Xiao-Lin Gui

Journal of Communications and Information Networks

DOI

2016

Towards Secure and Accurate Targeted Mobile Coupon Delivery

Jing-Hua Jiang, Yifeng Zheng, Xingliang Yuan, Zhenkui Shi, Xiao-Lin Gui, Cong Wang, Jing Yao

IEEE Access

DOI

2015

改进的多类不平衡数据关联分类算法

黄再祥，周忠眉，何田中，郑艺峰

《模式识别与人工智能》

2015

Enabling Encrypted Cloud Media Center with Secure Deduplication

Yifeng Zheng, Xingliang Yuan, Xinyu Wang, Jing-Hua Jiang, Cong Wang, Xiao-Lin Gui

ACM Asia Conference on Computer and Communications Security

DOI

2013

基于信息熵的懒散关联分类方法

黄再祥，何田中，全秀祥，郑艺峰

《闽南师范大学学报(自然科学版)》

2013

Classification Based on both Attribute Value Weight and Tuple Weight under the Cloud Computing

Yifeng Zheng, Zaixiang Huang, Tianzhong He

Mathematical Problems in Engineering

DOI

2009

基于Shell脚本的IBM Cell/B.E.模拟环境的自动安装与测试

闫格，郑艺峰

《闽南师范大学学报(自然科学版)》

2009

Linux环境下IPv6 DNS自动化管理系统设计与实现

郑艺峰

《闽南师范大学学报(自然科学版)》

2009

Installed and Tested IBM Cell/B.E. Simulate Environment Automatically by Shell Scripts

Yifeng Zheng

Journal of Zhangzhou Normal University

2008

机房里的电脑陷阱

陈建能，郑艺峰

《福建电脑》

2006

一种全自动建立Linux网络环境的方案设计与实施

闫格，郑艺峰

《闽南师范大学学报(自然科学版)》

2005

一种中小型局域网的智能化管理与维护方案的设计与实现

闫格，郑艺峰

《闽南师范大学学报(自然科学版)》

会议论文

2025

AI视域下创新型研究生育人模式探索——基于阶梯式可持续导师团队

张文杰，赵红，郑艺峰，王育齐

《2025年中国高校计算机研究生教育大会（CCGEC2025）论文集》

DOI

书籍章节

2021

An optimization approach with weighted SCiForest and weighted Hausdorff distance for noise data and redundant data

Yifeng Zheng, Guohe Li, Ying Li, Wenjie Zhang, Xueling Pan, Yaojin Lin

Applied Intelligence

DOI

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