Definition of a reference standard for performance evaluation of autonomous vehicles real-time obstacle detection and distance estimation in complex environments. - Syed, Tabinda Naz; Zhou, Jun; Marinello, Francesco; Lakhiar, Imran Ali; Chandio, Farman Ali; Rottok, Luke Toroitich; Zheng, Yifeng; Gamechu, Tamiru Tesfaye (Comput. Electron. Agric., 2025)

A novel ensemble over-sampling approach based Chebyshev inequality for imbalanced multi-label data. - Ren, Weishuo; Zheng, Yifeng; Zhang, Wenjie; Qing, Depeng; Zeng, Xianlong; Li, Guohe (Neurocomputing, 2025)

Semi-supervised feature selection with minimal redundancy based on group optimization strategy for multi-label data. - Qing, Depeng; Zheng, Yifeng; Zhang, Wenjie; Ren, Weishuo; Zeng, Xianlong; Li, Guohe (Knowl. Inf. Syst., 2025)

A novel ensemble label propagation with hierarchical weighting for semi-supervised learning. - Zheng, Yifeng; Liu, Yafen; Qing, Depeng; Zhang, Wenjie; Pan, Xueling; Li, Guohe (Knowl. Inf. Syst., 2025)

Computation offloading and pricing strategy for heterogeneous multicell network with mobile edge computing. - Chen, Minli; Zheng, Yifeng; Yang, Jingmin; Yang, Liwei; Zhang, Wenjie (Peer Peer Netw. Appl., 2025)

Boosting Deepfake Detection Generalizability via Expansive Learning and Confidence Judgement. - Zhang, Kuiyuan; Hou, Zeming; Hua, Zhongyun; Zheng, Yifeng; Zhang, Leo Yu (IEEE Trans. Circuits Syst. Video Technol., 2025)

${\sf GoCrowd}$GoCrowd: Obliviously Aggregating Crowd Wisdom With Quality Awareness in Crowdsourcing. - Liu, Xiaoning; Zheng, Yifeng; Yuan, Xingliang; Yi, Xun (IEEE Trans. Dependable Secur. Comput., 2025)

Decaf: Data Distribution Decompose Attack Against Federated Learning. - Dai, Zhiyang; Gao, Yansong; Zhou, Chunyi; Fu, Anmin; Zhang, Zhi; Xue, Minhui; Zheng, Yifeng; Zhang, Yuqing (IEEE Trans. Inf. Forensics Secur., 2025)

ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud. - Zheng, Yifeng; Wang, Weibo; Wang, Songlei; Hua, Zhongyun; Gao, Yansong (IEEE Trans. Serv. Comput., 2025)

Privacy-Preserving Competitive Detour Tasking in Spatial Crowdsourcing. - Zheng, Yifeng; Zhou, Menglun; Wang, Songlei; Hua, Zhongyun; Jiang, Jinghua; Gao, Yansong (IEEE Trans. Serv. Comput., 2025)

Reversible Data Hiding over Encrypted Images via Intrinsic Correlation in Block-Based Secret Sharing. - Zou, Jianhui; Cao, Weijia; Yi, Shuang; Zheng, Yifeng; Hua, Zhongyun (CoRR, 2025)

VR map construction for orchard robot teleoperation based on dual-source positioning and sparse point cloud segmentation. - Wang, Yundong; Zhou, Jun; Zheng, Yifeng; Rottok, Luke Toroitich; Jiang, Zizhen; Sun, Jingwei; Qi, Zezhong (Comput. Electron. Agric., 2024)

Towards robust and privacy-preserving federated learning in edge computing. - Zhou, Hongliang; Zheng, Yifeng; Jia, Xiaohua (Comput. Networks, 2024)

BopSkyline: Boosting privacy-preserving skyline query service in the cloud. - Wang, Weibo; Zheng, Yifeng; Wang, Songlei; Hua, Zhongyun; Xu, Lei; Gao, Yansong (Comput. Secur., 2024)

Ensemble Transductive Propagation Network for Semi-Supervised Few-Shot Learning. - Pan, Xueling; Li, Guohe; Zheng, Yifeng (Entropy, 2024)

Dynamic community detection algorithm based on hyperbolic graph convolution. - Wu, Weijiang; Tan, Heping; Zheng, Yifeng (Int. J. Intell. Comput. Cybern., 2024)

A novel ensemble causal feature selection approach with mutual information and group fusion strategy for multi-label data. - Zheng, Yifeng; Zeng, Xianlong; Zhang, Wenjie; Wei, Baoya; Ren, Weishuo; Qing, Depeng (Int. J. Intell. Comput. Cybern., 2024)

Optimization of semi-supervised generative adversarial network models: a survey. - Ma, Yongqing; Zheng, Yifeng; Zhang, Wenjie; Wei, Baoya; Lin, Ziqiong; Liu, Weiqiang; Li, Zhehan (Int. J. Intell. Comput. Cybern., 2024)

Few-Shot Learning With Multi-Granularity Knowledge Fusion and Decision-Making. - Su, Yuling; Zhao, Hong; Zheng, Yifeng; Wang, Yu (IEEE Trans. Big Data, 2024)

LSDedup: Layered Secure Deduplication for Cloud Storage. - Song, Mingyang; Hua, Zhongyun; Zheng, Yifeng; Huang, Hejiao; Jia, Xiaohua (IEEE Trans. Computers, 2024)

DRL-Based Contract Incentive for Wireless-Powered and UAV-Assisted Backscattering MEC System. - Chen, Che; Gong, Shimin; Zhang, Wenjie; Zheng, Yifeng; Yeo, Chai Kiat (IEEE Trans. Cloud Comput., 2024)

Reversible Data Hiding Over Encrypted Images via Preprocessing-Free Matrix Secret Sharing. - Hua, Zhongyun; Liu, Xingyu; Zheng, Yifeng; Yi, Shuang; Zhang, Yushu (IEEE Trans. Circuits Syst. Video Technol., 2024)

M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models. - Hou, Linshan; Hua, Zhongyun; Li, Yuhong; Zheng, Yifeng; Zhang, Leo Yu (IEEE Trans. Circuits Syst. Video Technol., 2024)

SecDR: Enabling Secure, Efficient, and Accurate Data Recovery for Mobile Crowdsensing. - Zheng, Yifeng; Zhou, Menglun; Wang, Songlei; Huang, Hejiao; Jia, Xiaohua; Yi, Xun; Wang, Cong (IEEE Trans. Dependable Secur. Comput., 2024)

Enabling Transparent Deduplication and Auditing for Encrypted Data in Cloud. - Song, Mingyang; Hua, Zhongyun; Zheng, Yifeng; Xiang, Tao; Jia, Xiaohua (IEEE Trans. Dependable Secur. Comput., 2024)

NTD: Non-Transferability Enabled Deep Learning Backdoor Detection. - Li, Yinshan; Ma, Hua; Zhang, Zhi; Gao, Yansong; Abuadbba, Alsharif; Xue, Minhui; Fu, Anmin; Zheng, Yifeng; Al-Sarawi, Said F.; Abbott, Derek (IEEE Trans. Inf. Forensics Secur., 2024)

PPGloVe: Privacy-Preserving GloVe for Training Word Vectors in the Dark. - Hua, Zhongyun; Tong, Yan; Zheng, Yifeng; Li, Yuhong; Zhang, Yushu (IEEE Trans. Inf. Forensics Secur., 2024)

SimLESS: A Secure Deduplication System Over Similar Data in Cloud Media Sharing. - Song, Mingyang; Hua, Zhongyun; Zheng, Yifeng; Xiang, Tao; Jia, Xiaohua (IEEE Trans. Inf. Forensics Secur., 2024)

eGrass: An Encrypted Attributed Subgraph Matching System With Malicious Security. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Wang, Cong (IEEE Trans. Inf. Forensics Secur., 2024)

Matching with contract-based resource trading in UAV-assisted MEC system. - Lu, Yuanfa; Lin, Ziqiong; Zhang, Wenjie; Zheng, Yifeng; Yang, Jingmin (J. Supercomput., 2024)

Blockchain-Assisted Secure Deduplication for Large-Scale Cloud Storage Service. - Hua, Zhongyun; Yao, Yufei; Song, Mingyang; Zheng, Yifeng; Zhang, Yushu; Wang, Cong (IEEE Trans. Serv. Comput., 2024)

PrivRo: A Privacy-Preserving Crowdsourcing Service With Robust Quality Awareness. - Lian, Rui; Zheng, Yifeng; Wang, Cong (IEEE Trans. Serv. Comput., 2024)

Towards secure and trustworthy crowdsourcing: challenges, existing landscape, and future directions. - Lian, Rui; Zhou, Anxin; Zheng, Yifeng (Wirel. Networks, 2024)

Can differential privacy practically protect collaborative deep learning inference for IoT? - Ryu, Jihyeon; Zheng, Yifeng; Gao, Yansong; Abuadbba, Alsharif; Kim, Junyaup; Won, Dongho; Nepal, Surya; Kim, Hyoungshick; Wang, Cong (Wirel. Networks, 2024)

Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy. - Xu, Shuangqing; Zheng, Yifeng; Hua, Zhongyun (2024)

Nemesis: Combating Abusive Information in Encrypted Messaging with Private Reporting. - Lian, Rui; Ming, Yulong; Cai, Chengjun; Zheng, Yifeng; Wang, Cong; Jia, Xiaohua (2024)

VTN-EG: CLIP-Based Visual and Textual Fusion Network for Entity Grounding. - Hao, Shiyi; Wang, Linjie; Zheng, Yifeng; Wang, Chen; Liu, Yunfei; Li, Shengyang (2024)

GraphGuard: Private Time-Constrained Pattern Detection Over Streaming Graphs in the Cloud. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua (2024)

SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization. - Zheng, Yifeng; Xiong, Tianchen; Ouyang, Huajie; Wang, Songlei; Hua, Zhongyun; Gao, Yansong (2024)

A conservative, implicit solver for 0D-2V multi-species nonlinear Fokker-Planck collision equations. - Wang, Yanpeng; Xiao, Jianyuan; Zheng, Yifeng; Zou, Zhihui; Zhang, Pengfei; Zhuang, Ge (CoRR, 2024)

Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy. - Xu, Shuangqing; Zheng, Yifeng; Hua, Zhongyun (CoRR, 2024)

SiriusBI: Building End-to-End Business Intelligence Enhanced by Large Language Models. - Jiang, Jie; Xie, Haining; Shen, Yu; Zhang, Zihan; Lei, Meng; Zheng, Yifeng; Fang, Yide; Li, Chunyou; Huang, Danqing; Zhang, Wentao; Li, Yang; Yang, Xiaofeng; et al. (CoRR, 2024)

DataLab: A Unified Platform for LLM-Powered Business Intelligence. - Weng, Luoxuan; Tang, Yinghao; Feng, Yingchaojie; Chang, Zhuo; Chen, Peng; Chen, Ruiqin; Feng, Haozhe; Hou, Chen; Huang, Danqing; Li, Yang; Rao, Huaming; Wang, Haonan; et al. (CoRR, 2024)

PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing. - Zhou, Menglun; Zheng, Yifeng; Wang, Songlei; Hua, Zhongyun; Huang, Hejiao; Gao, Yansong; Jia, Xiaohua (Comput. Networks, 2023)

Collaborative prediction and detection of DDoS attacks in edge computing: A deep learning-based approach with distributed SDN. - Zhou, Hongliang; Zheng, Yifeng; Jia, Xiaohua; Shu, Jiangang (Comput. Networks, 2023)

MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning. - Ma, Hua; Li, Qun; Zheng, Yifeng; Zhang, Zhi; Liu, Xiaoning; Gao, Yansong; Al-Sarawi, Said F.; Abbott, Derek (Comput. Secur., 2023)

Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing. - Zheng, Yifeng; Zou, Lushan; Zhang, Wenjie; Yang, Jingmin; Yang, Liwei; Lin, Ziqiong (J. Grid Comput., 2023)

Lightweight certificateless privacy-preserving integrity verification with conditional anonymity for cloud-assisted medical cyber-physical systems. - Zhao, Jie; Zheng, Yifeng; Huang, Hejiao; Wang, Jing; Zhang, Xiaojun; He, Daojing (J. Syst. Archit., 2023)

Evaluation of Federated Learning in Phishing Email Detection. - Thapa, Chandra; Tang, Jun Wen; Abuadbba, Alsharif; Gao, Yansong; Camtepe, Seyit; Nepal, Surya; Almashor, Mahathir; Zheng, Yifeng (Sensors, 2023)

RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. - Qiu, Huming; Ma, Hua; Zhang, Zhi; Gao, Yansong; Zheng, Yifeng; Fu, Anmin; Zhou, Pan; Abbott, Derek; Al-Sarawi, Said F. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Privacy-Preserving Content-Based Similarity Detection Over in-the-Cloud Middleboxes. - Yao, Jing; Meng, Xiangyi; Zheng, Yifeng; Wang, Cong (IEEE Trans. Cloud Comput., 2023)

Enabling Large-Capacity Reversible Data Hiding Over Encrypted JPEG Bitstreams. - Hua, Zhongyun; Wang, Ziyi; Zheng, Yifeng; Chen, Yongyong; Li, Yuanman (IEEE Trans. Circuits Syst. Video Technol., 2023)

Securely Outsourcing Neural Network Inference to the Cloud With Lightweight Techniques. - Liu, Xiaoning; Zheng, Yifeng; Yuan, Xingliang; Yi, Xun (IEEE Trans. Dependable Secur. Comput., 2023)

Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. - Zheng, Yifeng; Lai, Shangqi; Liu, Yi; Yuan, Xingliang; Yi, Xun; Wang, Cong (IEEE Trans. Dependable Secur. Comput., 2023)

Optimizing Secure Decision Tree Inference Outsourcing. - Zheng, Yifeng; Wang, Cong; Wang, Ruochen; Duan, Huayi; Nepal, Surya (IEEE Trans. Dependable Secur. Comput., 2023)

Matrix-Based Secret Sharing for Reversible Data Hiding in Encrypted Images. - Hua, Zhongyun; Wang, Yanxiang; Yi, Shuang; Zheng, Yifeng; Liu, Xingyu; Chen, Yongyong; Zhang, Xinpeng (IEEE Trans. Dependable Secur. Comput., 2023)

Blockchain-Based Deduplication and Integrity Auditing Over Encrypted Cloud Storage. - Song, Mingyang; Hua, Zhongyun; Zheng, Yifeng; Huang, Hejiao; Jia, Xiaohua (IEEE Trans. Dependable Secur. Comput., 2023)

MAGO: Maliciously Secure Subgraph Counting on Decentralized Social Graphs. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Wang, Qian; Wang, Cong (IEEE Trans. Inf. Forensics Secur., 2023)

Toward Robust Hierarchical Federated Learning in Internet of Vehicles. - Zhou, Hongliang; Zheng, Yifeng; Huang, Hejiao; Shu, Jiangang; Jia, Xiaohua (IEEE Trans. Intell. Transp. Syst., 2023)

Mobile edge computing-enabled blockchain: contract-guided computation offloading. - Li, Yijun; Lin, Ziqiong; Zhang, Wenjie; Zheng, Yifeng; Yang, Jingmin (J. Supercomput., 2023)

Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Yi, Xun (IEEE Trans. Knowl. Data Eng., 2023)

SecSkyline: Fast Privacy-Preserving Skyline Queries Over Encrypted Cloud Databases. - Zheng, Yifeng; Wang, Weibo; Wang, Songlei; Jia, Xiaohua; Huang, Hejiao; Wang, Cong (IEEE Trans. Knowl. Data Eng., 2023)

PrigSim: Towards Privacy-Preserving Graph Similarity Search as a Cloud Service. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Huang, Hejiao; Wang, Cong (IEEE Trans. Knowl. Data Eng., 2023)

FCDedup: A Two-Level Deduplication System for Encrypted Data in Fog Computing. - Song, Mingyang; Hua, Zhongyun; Zheng, Yifeng; Xiang, Tao; Jia, Xiaohua (IEEE Trans. Parallel Distributed Syst., 2023)

SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua (IEEE Trans. Serv. Comput., 2023)

Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables. - Zheng, Yifeng; Xu, Shuangqing; Wang, Songlei; Gao, Yansong; Hua, Zhongyun (IEEE Trans. Serv. Comput., 2023)

Resource Reservation Contract Design for Mobile Edge Computing with Energy Harvesting. - Jiang, Deyue; Chen, Liming; Lin, Ziqiong; Zhang, Wenjie; Zheng, Yifeng (2023)

Efficient and Secure Spatial Range Query over Large-scale Encrypted Data. - Miao, Yinbin; Xu, Chao; Zheng, Yifeng; Liu, Ximeng; Meng, Xiangdong; Deng, Robert H. (2023)

Computation Offloading in Mobile Edge Computing-Enabled Blockchain using Matching and Contract Theory. - Li, Yijun; Chen, Liming; Zhang, Wenjie; Zheng, Yifeng; Lin, Ziqiong (2023)

A Lexicon Enhanced Chinese Long Named Entity Recognition Using Word-Aware Attention. - Wang, Chen; Xiong, Xiong; Wang, Linjie; Zheng, Yifeng; Liu, Yunfei; Li, Shengyang (2023)

SSUIE 1.0: A Dataset for Chinese Space Science and Utilization Information Extraction. - Liu, Yunfei; Li, Shengyang; Wang, Chen; Xiong, Xiong; Zheng, Yifeng; Wang, Linjie; Hao, Shiyi (2023)

Vertical Federated Learning: Taxonomies, Threats, and Prospects. - Li, Qun; Thapa, Chandra; Ong, Lawrence; Zheng, Yifeng; Ma, Hua; Çamtepe, Seyit Ahmet; Fu, Anmin; Gao, Yansong (CoRR, 2023)

Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables. - Zheng, Yifeng; Xu, Shuangqing; Wang, Songlei; Gao, Yansong; Hua, Zhongyun (CoRR, 2023)

ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud. - Zheng, Yifeng; Wang, Weibo; Wang, Songlei; Hua, Zhongyun; Gao, Yansong (CoRR, 2023)

An optimization approach with weighted SCiForest and weighted Hausdorff distance for noise data and redundant data. - Zheng, Yifeng; Li, Guohe; Li, Ying; Zhang, Wenjie; Pan, Xueling; Lin, Yaojin (Appl. Intell., 2022)

SEDML: Securely and efficiently harnessing distributed knowledge in machine learning. - Gao, Yansong; Li, Qun; Zheng, Yifeng; Wang, Guohong; Wei, Jiannan; Su, Mang (Comput. Secur., 2022)

Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization. - Liu, Xiaoning; Zheng, Yifeng; Yuan, Xingliang; Yi, Xun (J. Comput. Secur., 2022)

Research on the Bionic Flexible End-Effector Based on Tomato Harvesting. - Guo, Tiezheng; Zheng, Yifeng; Bo, Weixi; Liu, Jun; Pi, Jie; Chen, Wei; Deng, Junzhuo (J. Sensors, 2022)

Towards privacy-preserving and verifiable federated matrix factorization. - Wan, Xicheng; Zheng, Yifeng; Li, Qun; Fu, Anmin; Su, Mang; Gao, Yansong (Knowl. Based Syst., 2022)

Cloud-Based Privacy-Preserving Collaborative Consumption for Sharing Economy. - Lyu, Lingjuan; Chau, Sid Chi-Kin; Wang, Nan; Zheng, Yifeng (IEEE Trans. Cloud Comput., 2022)

Privacy-Preserving Collaborative Analytics on Medical Time Series Data. - Liu, Xiaoning; Zheng, Yifeng; Yi, Xun; Nepal, Surya (IEEE Trans. Dependable Secur. Comput., 2022)

Securely and Efficiently Outsourcing Decision Tree Inference. - Zheng, Yifeng; Duan, Huayi; Wang, Cong; Wang, Ruochen; Nepal, Surya (IEEE Trans. Dependable Secur. Comput., 2022)

PeGraph: A System for Privacy-Preserving and Efficient Search Over Encrypted Social Graphs. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Yi, Xun (IEEE Trans. Inf. Forensics Secur., 2022)

OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Huang, Hejiao; Wang, Cong (IEEE Trans. Inf. Forensics Secur., 2022)

Deep Reinforcement Learning based Contract Incentive for UAVs and Energy Harvest Assisted Computing. - Chen, Che; Gong, Shimin; Zhang, Wenjie; Zheng, Yifeng; Yeo, Chai Kiat (2022)

BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label. - Hu, Shengshan; Zhou, Ziqi; Zhang, Yechao; Zhang, Leo Yu; Zheng, Yifeng; He, Yuanyuan; Jin, Hai (2022)

Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints. - Li, Minghui; Wan, Wei; Lu, Jianrong; Hu, Shengshan; Shi, Junyu; Zhang, Leo Yu; Zhou, Man; Zheng, Yifeng (2022)

Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. - Zheng, Yifeng; Lai, Shangqi; Liu, Yi; Yuan, Xingliang; Yi, Xun; Wang, Cong (CoRR, 2022)

Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua (CoRR, 2022)

Towards Privacy-Preserving and Verifiable Federated Matrix Factorization. - Wan, Xicheng; Zheng, Yifeng; Li, Qun; Fu, Anmin; Su, Mang; Gao, Yansong (CoRR, 2022)

Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Yi, Xun (CoRR, 2022)

BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label. - Hu, Shengshan; Zhou, Ziqi; Zhang, Yechao; Zhang, Leo Yu; Zheng, Yifeng; He, Yuanyuan; Jin, Hai (CoRR, 2022)

MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning. - Ma, Hua; Li, Qun; Zheng, Yifeng; Zhang, Zhi; Liu, Xiaoning; Gao, Yansong; Al-Sarawi, Said F.; Abbott, Derek (CoRR, 2022)

OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service. - Wang, Songlei; Zheng, Yifeng; Jia, Xiaohua; Huang, Hejiao; Wang, Cong (CoRR, 2022)

SecSkyline: Fast Privacy-Preserving Skyline Queries over Encrypted Cloud Databases. - Zheng, Yifeng; Wang, Weibo; Wang, Songlei; Jia, Xiaohua; Huang, Hejiao; Wang, Cong (CoRR, 2022)

Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints. - Li, Minghui; Wan, Wei; Lu, Jianrong; Hu, Shengshan; Shi, Junyu; Zhang, Leo Yu; Zhou, Man; Zheng, Yifeng (CoRR, 2022)

Deep Learning-Based Medical Diagnostic Services: A Secure, Lightweight, and Accurate Realization. - Liu, Xiaoning; Zheng, Yifeng; Yuan, Xingliang; Yi, Xun (IACR Cryptol. ePrint Arch., 2022)

A novel feature selection approach with Pareto optimality for multi-label data. - Li, Guohe; Li, Yong; Zheng, Yifeng; Li, Ying; Hong, Yunfeng; Zhou, Xiaoming (Appl. Intell., 2021)

Multi-Rhythm Capsule Network Recognition Structure for Motor Imagery Classification. - Xu, Meiyan; Yao, Junfeng; Zheng, Yifeng; Lin, Yaojin (J. Web Eng., 2021)

Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising. - Zheng, Yifeng; Duan, Huayi; Tang, Xiaoting; Wang, Cong; Zhou, Jiantao (IEEE Trans. Dependable Secur. Comput., 2021)

Towards Private, Robust, and Verifiable Crowdsensing Systems via Public Blockchains. - Cai, Chengjun; Zheng, Yifeng; Du, Yuefeng; Qin, Zhan; Wang, Cong (IEEE Trans. Dependable Secur. Comput., 2021)

Building a Secure Knowledge Marketplace Over Crowdsensed Data Streams. - Cai, Chengjun; Zheng, Yifeng; Zhou, Anxin; Wang, Cong (IEEE Trans. Dependable Secur. Comput., 2021)

Towards Encrypted In-Network Storage Services with Secure Near-Duplicate Detection. - Cui, Helei; Yuan, Xingliang; Zheng, Yifeng; Wang, Cong (IEEE Trans. Serv. Comput., 2021)

Decamouflage: A Framework to Detect Image-Scaling Attacks on CNN. - Kim, Bedeuro; Abuadbba, Alsharif; Gao, Yansong; Zheng, Yifeng; Ahmed, Muhammad Ejaz; Nepal, Surya; Kim, Hyoungshick (2021)

[inline-graphic not available: see fulltext] : Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service. - Liu, Xiaoning; Zheng, Yifeng; Yuan, Xingliang; Yi, Xun (2021)

Distributed Algorithm for Computation Offloading in Mobile Edge Computing. - Huang, Lei; Zheng, Yifeng; Yang, Jingmin; Zhang, Wenjie; Yang, Liwei; Yeo, Chai Kiat (2021)

Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics. - Lian, Rui; Zhou, Anxin; Zheng, Yifeng; Wang, Cong (2021)

Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things? - Ryu, Jihyeon; Zheng, Yifeng; Gao, Yansong; Abuadbba, Sharif; Kim, Junyaup; Won, Dongho; Nepal, Surya; Kim, Hyoungshick; Wang, Cong (CoRR, 2021)

RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. - Qiu, Huming; Ma, Hua; Zhang, Zhi; Zheng, Yifeng; Fu, Anmin; Zhou, Pan; Gao, Yansong; Abbott, Derek; Al-Sarawi, Said F. (CoRR, 2021)

SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning. - Gao, Yansong; Li, Qun; Zheng, Yifeng; Wang, Guohong; Wei, Jiannan; Su, Mang (CoRR, 2021)

Optimizing Secure Decision Tree Inference Outsourcing. - Zheng, Yifeng; Wang, Cong; Wang, Ruochen; Duan, Huayi; Nepal, Surya (CoRR, 2021)

NTD: Non-Transferability Enabled Backdoor Detection. - Li, Yinshan; Ma, Hua; Zhang, Zhi; Gao, Yansong; Abuadbba, Alsharif; Fu, Anmin; Zheng, Yifeng; Al-Sarawi, Said F.; Abbott, Derek (CoRR, 2021)

Distributed algorithm for AP association with random arrivals and departures of users. - Chen, Zhenwei; Zhang, Wenjie; Zheng, Yifeng; Yang, Liwei; Yeo, Chai Kiat (IET Commun., 2020)

A New Efficient Algorithm Based on Multi-Classifiers Model for Classification. - Zheng, Yifeng; Li, Guohe; Zhang, Wenjie (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2020)

Privacy-Aware and Efficient Mobile Crowdsensing with Truth Discovery. - Zheng, Yifeng; Duan, Huayi; Yuan, Xingliang; Wang, Cong (IEEE Trans. Dependable Secur. Comput., 2020)

You Can Access but You Cannot Leak: Defending Against Illegal Content Redistribution in Encrypted Cloud Media Center. - Zhang, Leo Yu; Zheng, Yifeng; Weng, Jian; Wang, Cong; Shan, Zihao; Ren, Kui (IEEE Trans. Dependable Secur. Comput., 2020)

A Practical System for Privacy-Aware Targeted Mobile Advertising Services. - Jiang, Jinghua; Zheng, Yifeng; Shi, Zhenkui; Yuan, Xingliang; Gui, Xiaolin; Wang, Cong (IEEE Trans. Serv. Comput., 2020)

SoK: A Systematic Study of Attacks in Efficient Encrypted Cloud Data Search. - Yao, Jing; Zheng, Yifeng; Guo, Yu; Wang, Cong (2020)

Towards Secure Edge-assisted Image Sharing for Timely Disaster Situation Awareness. - Yao, Jing; Zheng, Yifeng; Wang, Cong; Nepal, Surya (2020)

Towards IoT Security Automation and Orchestration. - Zheng, Yifeng; Pal, Arindam; Abuadbba, Sharif; Pokhrel, Shiva Raj; Nepal, Surya; Janicke, Helge (2020)

Cloud-based Privacy-Preserving Collaborative Consumption for Sharing Economy. - Lyu, Lingjuan; Chau, Sid Chi-Kin; Wang, Nan; Zheng, Yifeng (CoRR, 2020)

FedEmail: Performance Measurement of Privacy-friendly Phishing Detection Enabled by Federated Learning. - Thapa, Chandra; Tang, Jun Wen; Abuadbba, Sharif; Gao, Yansong; Zheng, Yifeng; Çamtepe, Seyit Ahmet; Nepal, Surya; Almashor, Mahathir (CoRR, 2020)

Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks. - Kim, Bedeuro; Abuadbba, Alsharif; Gao, Yansong; Zheng, Yifeng; Ahmed, Muhammad Ejaz; Kim, Hyoungshick; Nepal, Surya (CoRR, 2020)

RC-SSFL: Towards Robust and Communication-efficient Semi-supervised Federated Learning System. - Liu, Yi; Yuan, Xingliang; Zhao, Ruihui; Zheng, Yifeng; Zheng, Yefeng (CoRR, 2020)

Feature Selection With Ensemble Learning Based on Improved Dempster-Shafer Evidence Fusion. - Zheng, Yifeng; Li, Guohe; Zhang, Wenjie; Li, Ying; Wei, Baoya (IEEE Access, 2019)

Semi-Supervised Learning Based on Generative Adversarial Network and Its Applied to Lithology Recognition. - Li, Guohe; Qiao, Yinghan; Zheng, Yifeng; Li, Ying; Wu, Weijiang (IEEE Access, 2019)

A Privacy-Preserving System for Targeted Coupon Service. - Yao, Jing; Zheng, Yifeng; Guo, Yu; Cai, Chengjun; Zhou, Anxin; Wang, Cong; Gui, Xiaolin (IEEE Access, 2019)

Treasure Collection on Foggy Islands: Building Secure Network Archives for Internet of Things. - Duan, Huayi; Zheng, Yifeng; Wang, Cong; Yuan, Xingliang (IEEE Internet Things J., 2019)

Towards Secure and Efficient Outsourcing of Machine Learning Classification. - Zheng, Yifeng; Duan, Huayi; Wang, Cong (2019)

Spectrum Sharing for Heterogeneous Communication Systems in TV White Spaces. - Zhang, Wenjie; Zhang, Guanglin; Zheng, Yifeng; Yang, Liwei; Yeo, Chai Kiat (2019)

An Improved Over-sampling Algorithm based on iForest and SMOTE. - Zheng, Yifeng; Li, Guohe; Zhang, Teng (2019)

Reservoir Parameter Prediction Using Optimized Seismic Attributes Based on Gamma Test. - Li, Ying; Li, Guohe; Zheng, Yifeng (2019)

Aggregating Crowd Wisdom via Blockchain: A Private, Correct, and Robust Realization. - Duan, Huayi; Zheng, Yifeng; Du, Yuefeng; Zhou, Anxin; Wang, Cong; Au, Man Ho (2019)

Energy Efficiency Consideration for Indoor Femtocell Networks in TV White Spaces. - Zhang, Wenjie; Zhang, Guanglin; Zheng, Yifeng; Xie, Lingfu; Yeo, Chai Kiat (IEEE Access, 2018)

Enabling Search Over Encrypted Cloud Data With Concealed Search Pattern. - Yao, Jing; Zheng, Yifeng; Wang, Cong; Gui, Xiaolin (IEEE Access, 2018)

Spectrum Sharing for Heterogeneous Networks and Application Systems in TV White Spaces. - Zhang, Wenjie; Zhang, Guanglin; Zheng, Yifeng; Yang, Liwei; Yeo, Chai Kiat (IEEE Access, 2018)

Learning the Truth Privately and Confidently: Encrypted Confidence-Aware Truth Discovery in Mobile Crowdsensing. - Zheng, Yifeng; Duan, Huayi; Wang, Cong (IEEE Trans. Inf. Forensics Secur., 2018)

Direct, Near Real Time Animation of a 3D Tongue Model Using Non-Invasive Ultrasound Images. - Chen, Shicheng; Zheng, Yifeng; Wu, Chengrui; Sheng, Guorui; Roussel, Pierre; Denby, Bruce (2018)

Toward Secure Image Denoising: A Machine Learning Based Realization. - Zheng, Yifeng; Wang, Cong; Zhou, Jiantao (2018)

Leveraging Crowdsensed Data Streams to Discover and Sell Knowledge: A Secure and Efficient Realization. - Cai, Chengjun; Zheng, Yifeng; Wang, Cong (2018)

Privacy-Preserving Image Denoising From External Cloud Databases. - Zheng, Yifeng; Cui, Helei; Wang, Cong; Zhou, Jiantao (IEEE Trans. Inf. Forensics Secur., 2017)

Toward Encrypted Cloud Media Center With Secure Deduplication. - Zheng, Yifeng; Yuan, Xingliang; Wang, Xinyu; Jiang, Jinghua; Wang, Cong; Gui, Xiaolin (IEEE Trans. Multim., 2017)

A New Algorithm for Classification Based on Multi-classifiers Learning. - Zheng, Yifeng; Li, Guohe; Zhang, Wenjie (2017)

Towards Secure and Accurate Targeted Mobile Coupon Delivery. - Jiang, Jinghua; Zheng, Yifeng; Yuan, Xingliang; Shi, Zhenkui; Gui, Xiaolin; Wang, Cong; Yao, Jing (IEEE Access, 2016)

Towards privacy-preserving user targeting. - Jiang, Jinghua; Zheng, Yifeng; Shi, Zhenkui; Yao, Jing; Wang, Cong; Gui, Xiaolin (J. Commun. Inf. Networks, 2016)

Enabling secure and effective near-duplicate detection over encrypted in-network storage. - Cui, Helei; Yuan, Xingliang; Zheng, Yifeng; Wang, Cong (2016)

A novel image encryption scheme based on Hénon map and compound spatiotemporal chaos. - Zheng, Yifeng; Jin, Jianxiu (Multim. Tools Appl., 2015)

Enabling Encrypted Cloud Media Center with Secure Deduplication. - Zheng, Yifeng; Yuan, Xingliang; Wang, Xinyu; Jiang, Jinghua; Wang, Cong; Gui, Xiaolin (2015)

A novel image scrambling degree blind evaluation scheme based on Bhattacharyya coefficient. - Zheng, Yifeng; Jin, Jianxiu (2014)

A bi-labeling based XPath processing system. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (Inf. Syst., 2010)

Designing and Evaluating an XPath Dialect for Linguistic Queries. - Bird, Steven; Chen, Yi; Davidson, Susan B.; Lee, Haejoong; Zheng, Yifeng (2006)

An Efficient XPath Query Processor for XML Streams. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (2006)

Crimson: A Data Management System to Support Evaluating Phylogenetic Tree Reconstruction Algorithms. - Zheng, Yifeng; Fisher, Stephen; Cohen, Shirley; Guo, Sheng; Kim, Junhyong; Davidson, Susan B. (2006)

ViteX: A Streaming XPath Processing System. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (2005)

Efficiently Supporting Structure Queries on Phylogenetic Trees. - Davidson, Susan B.; Kim, Junhyong; Zheng, Yifeng (2005)

BLAS: An Efficient XPath Processing System. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (2004)

RRXF: Redundancy reducing XML storage in relations. - Chen, Yi; Davidson, Susan B.; Hara, Carmem S.; Zheng, Yifeng (2003)

XKvalidator: a constraint validator for XML. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (2002)

Constraints preserving schema mapping from XML to relations. - Chen, Yi; Davidson, Susan B.; Zheng, Yifeng (2002)