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

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, 2025)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy - Shuangqing Xu; Yifeng Zheng; Zhongyun Hua (Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, CCS 2024, Salt Lake City, UT, USA, October 14-18, 2024, 2024)

Nemesis: Combating Abusive Information in Encrypted Messaging with Private Reporting - Rui Lian; Yulong Ming; Chengjun Cai; Yifeng Zheng; Cong Wang; Xiaohua Jia (Computer Security - ESORICS 2024 - 29th European Symposium on Research in Computer Security, Bydgoszcz, Poland, September 16-20, 2024, Proceedings, Part II, 2024)

VTN-EG: CLIP-Based Visual and Textual Fusion Network for Entity Grounding - Shiyi Hao; Linjie Wang; Yifeng Zheng; Chen Wang; Yunfei Liu; Shengyang Li (7th International Conference on Machine Learning and Natural Language Processing, MLNLP 2024, Chengdu, China, October 18-20, 2024, 2024)

GraphGuard: Private Time-Constrained Pattern Detection Over Streaming Graphs in the Cloud - Songlei Wang; Yifeng Zheng; Xiaohua Jia (33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024, 2024)

SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization - Yifeng Zheng; Tianchen Xiong; Huajie Ouyang; Songlei Wang; Zhongyun Hua; Yansong Gao (Web Information Systems Engineering - WISE 2024 - 25th International Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part II, 2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Resource Reservation Contract Design for Mobile Edge Computing with Energy Harvesting - Deyue Jiang; Liming Chen; Ziqiong Lin; Wenjie Zhang; Yifeng Zheng (Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, ICAICE 2023, Dalian, China, November 17-19, 2023, 2023)

Efficient and Secure Spatial Range Query over Large-scale Encrypted Data - Yinbin Miao; Chao Xu; Yifeng Zheng; Ximeng Liu; Xiangdong Meng; Robert H. Deng (43rd IEEE International Conference on Distributed Computing Systems, ICDCS 2023, Hong Kong, July 18-21, 2023, 2023)

Computation Offloading in Mobile Edge Computing-Enabled Blockchain using Matching and Contract Theory - Yijun Li; Liming Chen; Wenjie Zhang; Yifeng Zheng; Ziqiong Lin (Proceedings of the 12th International Conference on Networks, Communication and Computing, ICNCC 2023, Osaka, Japan, December 15-17, 2023, 2023)

A Lexicon Enhanced Chinese Long Named Entity Recognition Using Word-Aware Attention - Chen Wang; Xiong Xiong; Linjie Wang; Yifeng Zheng; Yunfei Liu; Shengyang Li (Proceedings of the 6th International Conference on Machine Learning and Natural Language Processing, MLNLP 2023, Sanya, China, December 27-29, 2023, 2023)

SSUIE 1.0: A Dataset for Chinese Space Science and Utilization Information Extraction - Yunfei Liu; Shengyang Li; Chen Wang; Xiong Xiong; Yifeng Zheng; Linjie Wang; Shiyi Hao (Natural Language Processing and Chinese Computing - 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12-15, 2023, Proceedings, Part II, 2023)

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

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

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

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 (Appl. Intell., 2022)

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

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

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

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

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

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

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

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

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

Deep Reinforcement Learning based Contract Incentive for UAVs and Energy Harvest Assisted Computing - Che Chen; Shimin Gong; Wenjie Zhang; Yifeng Zheng; Chai Kiat Yeo (IEEE Global Communications Conference, GLOBECOM 2022, Rio de Janeiro, Brazil, December 4-8, 2022, 2022)

BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label - Shengshan Hu; Ziqi Zhou; Yechao Zhang; Leo Yu Zhang; Yifeng Zheng; Yuanyuan He; Hai Jin (MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022, 2022)

Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints - Minghui Li; Wei Wan; Jianrong Lu; Shengshan Hu; Junyu Shi; Leo Yu Zhang; Man Zhou; Yifeng Zheng (18th International Conference on Mobility, Sensing and Networking, MSN 2022, Guangzhou, China, December 14-16, 2022, 2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Decamouflage: A Framework to Detect Image-Scaling Attacks on CNN - Bedeuro Kim; Alsharif Abuadbba; Yansong Gao; Yifeng Zheng; Muhammad Ejaz Ahmed; Surya Nepal; Hyoungshick Kim (51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021, Taipei, Taiwan, June 21-24, 2021, 2021)

[inline-graphic not available: see fulltext] : Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service - Xiaoning Liu; Yifeng Zheng; Xingliang Yuan; Xun Yi (Computer Security - ESORICS 2021 - 26th European Symposium on Research in Computer Security, Darmstadt, Germany, October 4-8, 2021, Proceedings, Part I, 2021)

Distributed Algorithm for Computation Offloading in Mobile Edge Computing - Lei Huang; Yifeng Zheng; Jingmin Yang; Wenjie Zhang; Liwei Yang; Chai Kiat Yeo (ICCBN 2021: 9th International Conference on Communications and Broadband Networking, Shanghai, China, 25 February, 2021 - 27 February, 2021, 2021)

Towards Secure and Trustworthy Crowdsourcing with Versatile Data Analytics - Rui Lian; Anxin Zhou; Yifeng Zheng; Cong Wang (Quality, Reliability, Security and Robustness in Heterogeneous Systems - 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, Proceedings, 2021)

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

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

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

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

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

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

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

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

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

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

SoK: A Systematic Study of Attacks in Efficient Encrypted Cloud Data Search - Jing Yao; Yifeng Zheng; Yu Guo; Cong Wang (Proceedings of the 8th International Workshop on Security in Blockchain and Cloud Computing, SBC@AsiaCCS 2020, Virtual Online Conference, October 6, 2020, 2020)

Towards Secure Edge-assisted Image Sharing for Timely Disaster Situation Awareness - Jing Yao; Yifeng Zheng; Cong Wang; Surya Nepal (Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, ICETE 2020 - Volume 2: SECRYPT, Lieusaint, Paris, France, July 8-10, 2020, 2020)

Towards IoT Security Automation and Orchestration - Yifeng Zheng; Arindam Pal; Sharif Abuadbba; Shiva Raj Pokhrel; Surya Nepal; Helge Janicke (Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020, Atlanta, GA, USA, October 28-31, 2020, 2020)

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

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

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

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

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

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

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

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

Towards Secure and Efficient Outsourcing of Machine Learning Classification - Yifeng Zheng; Huayi Duan; Cong Wang (Computer Security - ESORICS 2019 - 24th European Symposium on Research in Computer Security, Luxembourg, September 23-27, 2019, Proceedings, Part I, 2019)

Spectrum Sharing for Heterogeneous Communication Systems in TV White Spaces - Wenjie Zhang; Guanglin Zhang; Yifeng Zheng; Liwei Yang; Chai Kiat Yeo (International Conference on Computing, Networking and Communications, ICNC 2019, Honolulu, HI, USA, February 18-21, 2019, 2019)

An Improved Over-sampling Algorithm based on iForest and SMOTE - Yifeng Zheng; Guohe Li; Teng Zhang (Proceedings of the 8th International Conference on Software and Computer Applications, ICSCA '19, Penang, Malaysia, February 19-21, 2019, 2019)

Reservoir Parameter Prediction Using Optimized Seismic Attributes Based on Gamma Test - Ying Li; Guohe Li; Yifeng Zheng (Proceedings of the 8th International Conference on Software and Computer Applications, ICSCA '19, Penang, Malaysia, February 19-21, 2019, 2019)

Aggregating Crowd Wisdom via Blockchain: A Private, Correct, and Robust Realization - Huayi Duan; Yifeng Zheng; Yuefeng Du; Anxin Zhou; Cong Wang; Man Ho Au (2019 IEEE International Conference on Pervasive Computing and Communications, PerCom, Kyoto, Japan, March 11-15, 2019, 2019)

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

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

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

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

Direct, Near Real Time Animation of a 3D Tongue Model Using Non-Invasive Ultrasound Images - Shicheng Chen; Yifeng Zheng; Chengrui Wu; Guorui Sheng; Pierre Roussel; Bruce Denby (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Toward Secure Image Denoising: A Machine Learning Based Realization - Yifeng Zheng; Cong Wang; Jiantao Zhou (2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018)

Leveraging Crowdsensed Data Streams to Discover and Sell Knowledge: A Secure and Efficient Realization - Chengjun Cai; Yifeng Zheng; Cong Wang (38th IEEE International Conference on Distributed Computing Systems, ICDCS 2018, Vienna, Austria, July 2-6, 2018, 2018)

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

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

A New Algorithm for Classification Based on Multi-classifiers Learning - Yifeng Zheng; Guohe Li; Wenjie Zhang (Geo-Spatial Knowledge and Intelligence - 5th International Conference, GSKI 2017, Chiang Mai, Thailand, December 8-10, 2017, Revised Selected Papers, Part II, 2017)

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

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

Enabling secure and effective near-duplicate detection over encrypted in-network storage - Helei Cui; Xingliang Yuan; Yifeng Zheng; Cong Wang (35th Annual IEEE International Conference on Computer Communications, INFOCOM 2016, San Francisco, CA, USA, April 10-14, 2016, 2016)

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

Enabling Encrypted Cloud Media Center with Secure Deduplication - Yifeng Zheng; Xingliang Yuan; Xinyu Wang; Jinghua Jiang; Cong Wang; Xiaolin Gui (Proceedings of the 10th ACM Symposium on Information, Computer and Communications Security, ASIA CCS '15, Singapore, April 14-17, 2015, 2015)

A novel image scrambling degree blind evaluation scheme based on Bhattacharyya coefficient - Yifeng Zheng; Jianxiu Jin (9th International Symposium on Communication Systems, Networks & Digital Signal Processing, CSNDSP 2014, Manchester, UK, July 23-25, 2014, 2014)

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

Designing and Evaluating an XPath Dialect for Linguistic Queries - Steven Bird; Yi Chen; Susan B. Davidson; Haejoong Lee; Yifeng Zheng (Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA, 2006)

An Efficient XPath Query Processor for XML Streams - Yi Chen; Susan B. Davidson; Yifeng Zheng (Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA, 2006)

Crimson: A Data Management System to Support Evaluating Phylogenetic Tree Reconstruction Algorithms - Yifeng Zheng; Stephen Fisher; Shirley Cohen; Sheng Guo; Junhyong Kim; Susan B. Davidson (Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006, 2006)

ViteX: A Streaming XPath Processing System - Yi Chen; Susan B. Davidson; Yifeng Zheng (Proceedings of the 21st International Conference on Data Engineering, ICDE 2005, 5-8 April 2005, Tokyo, Japan, 2005)

Efficiently Supporting Structure Queries on Phylogenetic Trees - Susan B. Davidson; Junhyong Kim; Yifeng Zheng (17th International Conference on Scientific and Statistical Database Management, SSDBM 2005, 27-29 June 2005, University of California, Santa Barbara, CA, USA, Proceedings, 2005)

BLAS: An Efficient XPath Processing System - Yi Chen; Susan B. Davidson; Yifeng Zheng (Proceedings of the ACM SIGMOD International Conference on Management of Data, Paris, France, June 13-18, 2004, 2004)

RRXF: Redundancy reducing XML storage in relations - Yi Chen; Susan B. Davidson; Carmem S. Hara; Yifeng Zheng (Proceedings of 29th International Conference on Very Large Data Bases, VLDB 2003, Berlin, Germany, September 9-12, 2003, 2003)

XKvalidator: a constraint validator for XML - Yi Chen; Susan B. Davidson; Yifeng Zheng (Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002, 2002)

Constraints preserving schema mapping from XML to relations - Yi Chen; Susan B. Davidson; Yifeng Zheng (Proceedings of the Fifth International Workshop on the Web and Databases, WebDB 2002, Madison, Wisconsin, USA, June 6-7, 2002, in conjunction with ACM PODS/SIGMOD 2002. Informal proceedings, 2002)