| 2026 | WWW | Reconstructing Training Data from Adapter-based Federated Large Language Models. | Silong Chen, Yuchuan Luo, Guilin Deng, Yi Liu, Ming Xu, Shaojing Fu, Xiaohua Jia |
| 2026 | SP | Toward Efficient Membership Inference Attacks Against Federated Large Language Models: A Projection Residual Approach. | Guilin Deng, Silong Chen, Yuchuan Luo, Yi Liu, Songlei Wang, Zhiping Cai, Lin Liu, Xiaohua Jia, Shaojing Fu |
| 2026 | SP | Euston: Efficient and User-Friendly Secure Transformer Inference with Non-Interactivity. | Xinwen Gao, Shaojing Fu, Lin Liu, Zhuotao Liu, Yuchuan Luo, Yongjun Wang |
| 2025 | DASFAA | Making Local Models Learn Autonomously with Global Feature Tracking and Client Drift Releasing for Federated Learning. | Silong Chen, Yuchuan Luo, Liang Gao, Shaojing Fu, Ming Xu, Yawei Zhao |
| 2025 | ICA3PP | DecFLLM: A Privacy-Preserving Fine-Tuning Framework for Federated Large Language Models via Adapter Decomposition. | Maojiang Wang, Silong Chen, Xu Yang, Zhenyu Qiu, Yingwen Chen, Yuchuan Luo, Shaojing Fu |
| 2025 | ICASSP | Security-Enhanced Data Transmission Scheme for IoT-Based Healthcare in Remote Areas. | Zhenbin Guo, Yuchuan Luo, Shaojing Fu, Ming Xu |
| 2025 | ICCV | HumanSAM: Classifying Human-Centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly. | Chang Liu, Yunfan Ye, Fan Zhang, Qingyang Zhou, Yuchuan Luo, Zhiping Cai |
| 2025 | ICNP | PrivMLLM: Efficient Three-Party Multimodal Large Language Model Secure Inference Supported Prompt Privacy. | Yujie Xue, Lin Liu, Yuchuan Luo, Bing Sun, Shaojing Fu |
| 2025 | SecureComm | ESKNN: Efficient Secure KNN Query Based On 3-Party Secure Computation. | Peijun Zhao, Xianan Zhao, Lin Liu, Shaojing Fu, Yuchuan Luo |
| 2025 | SRDS | ENSI: Efficient Non-Interactive Secure Inference for Large Language Models. | Zhiyu He, Maojiang Wang, Xinwen Gao, Yuchuan Luo, Lin Liu, Shaojing Fu |
| 2025 | SRDS | LEA: Label Enumeration Attack in Vertical Federated Learning. | Wenhao Jiang, Shaojing Fu, Yuchuan Luo, Lin Liu |
| 2024 | ACML | Diffusion-based Adversarial Attack to Automatic Speech Recognition. | Ying Wang, Yuchuan Luo, Shaojing Fu, Zhenyu Qiu, Lin Liu |
| 2024 | COCOON | Privacy-Preserving Byzantine-Robust Federated Learning via Multiparty Homomorphic Encryption. | Wenhao Jiang, Songwei Luo, Shaojing Fu, Lin Liu, Yuchuan Luo |
| 2024 | ICA3PP | FedSV: A Privacy-Preserving Byzantine-Robust Federated Learning Scheme with Self-validation. | Wenhao Jiang, Shaojing Fu, Yuchuan Luo, Lin Liu, Yongjun Wang |
| 2024 | ICONIP | Defend from Scratch: A Diffusion-Based Proactive Defense Method for Unauthorized Speech Synthesis. | Ying Wang, Yuchuan Luo, Zhenyu Qiu, Lin Liu, Shaojing Fu |
| 2024 | IWQoS | Edge-feature Modeling-based Topological Graph Neural Networks for Phishing Scams Detection on Ethereum. | Shuhui Fan, Haoran Xu, Shaojing Fu, Yuchuan Luo, Ming Xu |
| 2023 | ICDE | Achieving Privacy-preserving and Lightweight Truth Discovery in Mobile Crowdsensing (Extended abstract). | Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu |
| 2023 | NSS | Privacy-Preserving Federated Learning with Hierarchical Clustering to Improve Training on Non-IID Data. | Songwei Luo, Shaojing Fu, Yuchuan Luo, Lin Liu, Yanxiang Deng, Shixiong Wang |
| 2023 | ProvSec | Privacy Preserving Outsourced K-means Clustering Using Kd-tree. | Yanxiang Deng, Lin Liu, Shaojing Fu, Yuchuan Luo, Wei Wu, Shixiong Wang |
| 2023 | TrustCom | EzBoost: Fast And Secure Vertical Federated Tree Boosting Framework via EzPC. | Xinwen Gao, Shaojing Fu, Lin Liu, Yuchuan Luo, Luming Yang |
| 2023 | TrustCom | SecGAN: Honest-Majority Maliciously 3PC Framework for Privacy-Preserving Image Synthesis. | Yuting Yang, Lin Liu, Shaojing Fu, Jun-Jie Huang, Yuchuan Luo |
| 2023 | SECON | EVS2vec: A Low-dimensional Embedding Method for Encrypted Video Stream Analysis. | Luming Yang, Yongjun Wang, Shaojing Fu, Lin Liu, Yuchuan Luo |
| 2022 | CIKM | Smart Contract Scams Detection with Topological Data Analysis on Account Interaction. | Shuhui Fan, Shaojing Fu, Yuchuan Luo, Haoran Xu, Xuyun Zhang, Ming Xu |
| 2022 | ICA3PP | pCOVID: A Privacy-Preserving COVID-19 Inference Framework. | Yinqiu Wang, Yuchuan Luo, Lin Liu, Shaojing Fu |
| 2022 | IPCCC | TForm-RF: An Efficient Data Augmentation for Website Fingerprinting Attack. | Yongxin Chen, Yongjun Wang, Lumming Yang, Yuchuan Luo, Mantun Chen |
| 2021 | CIKM | Reliable and Privacy-Preserving Task Matching in Blockchain-Based Crowdsourcing. | Baolai Wang, Shaojing Fu, Xuyun Zhang, Tao Xie, Lingjuan Lyu, Yuchuan Luo |
| 2021 | ICA3PP | Privacy-Preserving Swarm Learning Based on Homomorphic Encryption. | Lijie Chen, Shaojing Fu, Lin Liu, Yuchuan Luo, Wentao Zhao |
| 2021 | ISPA | Packet-Sequence and Byte-Distribution is Enough for Real-Time Identification of Application Traffic. | Luming Yang, Shaojing Fu, Yongjun Wang, Chao Li, Shanghuai Feng, Yuchuan Luo, Lin Liu |
| 2020 | DSAA | Practical Privacy Protection Scheme In WiFi Fingerprint-based Localization. | Wenxiang Wu, Shaojing Fu, Yuchuan Luo |
| 2020 | ICA3PP | BIMP: Blockchain-Based Incentive Mechanism with Privacy Preserving in Location Proof. | Zhen Lin, Yuchuan Luo, Shaojing Fu, Tao Xie |
| 2020 | ICCCN | Location Privacy-Preserving Truth Discovery in Mobile Crowd Sensing. | Jingsheng Gao, Shaojing Fu, Yuchuan Luo, Tao Xie |
| 2020 | SECON | Privacy-Preserving Reputation Management for Blockchain-Based Mobile Crowdsensing. | Wenjing Zhang, Yuchuan Luo, Shaojing Fu, Tao Xie |
| 2019 | CIKM | Achieve Privacy-Preserving Truth Discovery in Crowdsensing Systems. | Jianchao Tang, Shaojing Fu, Ming Xu, Yuchuan Luo, Kai Huang |
| 2019 | DASFAA | PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing. | Xiaochen Yang, Ming Xu, Shaojing Fu, Yuchuan Luo |
| 2019 | IWQoS | pRide: private ride request for online ride hailing service with secure hardware enclave. | Yuchuan Luo, Xiaohua Jia, Huayi Duan, Cong Wang, Ming Xu, Shaojing Fu |
| 2017 | IWQoS | Efficient and generalized geometric range search on encrypted spatial data in the cloud. | Yuchuan Luo, Shaojing Fu, Dongsheng Wang, Ming Xu, Xiaohua Jia |
| 2016 | CCS | Enabling Assured Deletion in the Cloud Storage by Overwriting. | Yuchuan Luo, Ming Xu, Shaojing Fu, Dongsheng Wang |
| 2016 | TrustCom | Securely Outsourcing of Bilinear Pairings with Untrusted Servers for Cloud Storage. | Yuchuan Luo, Shaojing Fu, Kai Huang, Dongsheng Wang, Ming Xu |
| 2015 | TrustCom | Efficient Integrity Auditing for Shared Data in the Cloud with Secure User Revocation. | Yuchuan Luo, Ming Xu, Shaojing Fu, Dongsheng Wang, Junquan Deng |