Ke Cheng

39 papers A* 5A 3Misc 1Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Differentially Private Subspace Fine-Tuning for Large Language Models.
AAAI
Lele Zheng, Xiang Wang, Tao Zhang, Yang Cao, Ke Cheng, Yulong Shen
2026 J jnl
Differentially Private Subspace Fine-Tuning for Large Language Models.
CoRR
Lele Zheng, Xiang Wang, Tao Zhang, Yang Cao, Ke Cheng, Yulong Shen
2026 J jnl
When Convenience Becomes Risk: A Semantic View of Under-Specification in Host-Acting Agents.
CoRR
Di Lu, Yongzhi Liao, Xutong Mu, Lele Zheng, Ke Cheng, Xuewen Dong, Yulong Shen, Jianfeng Ma
2025 J jnl
A Novel Quantitative Risk Assessment Model for Industrial Control Systems Integrating the Cyber-Physical Domain.
IEEE Trans. Ind. Informatics
Ying Zhou, Zhiyong Zhang, Kefeng Fan, Mingyan Wang, Ke Cheng, Zhongya Zhang, Hang Zhang
2025 J jnl
A blockchain-based privacy-preserving and collusion-resistant scheme (PPCR) for double auctions.
Digit. Commun. Networks
Xuedan Jia, Liangmin Wang, Ke Cheng, Pujie Jing, Xiangmei Song
2025 J jnl
Byzantine-Robust Federated Learning Framework via a Server-Client Defense Mechanisms.
IEEE Internet Things J.
Anxiao Song, Tao Zhang, Ke Cheng, Yang Cao, Xinghui Zhu, Yulong Shen
2025 J jnl
Dynamic Pattern Matching on Encrypted Data With Forward and Backward Security.
IET Inf. Secur.
Xiaolu Chu, Ke Cheng, Anxiao Song, Jiaxuan Fu
2025 A conf
Guard-GBDT: Efficient Privacy-Preserving Approximated GBDT Training on Vertical Dataset.
RAID
Anxiao Song, Shujie Cui, Jianli Bai, Ke Cheng, Yulong Shen, Giovanni Russello
2025 J jnl
Guard-GBDT: Efficient Privacy-Preserving Approximated GBDT Training on Vertical Dataset.
CoRR
Anxiao Song, Shujie Cui, Jianli Bai, Ke Cheng, Yulong Shen, Giovanni Russello
2025 A* conf
Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers.
CCS
Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang
2025 J jnl
Mosformer: Maliciously Secure Three-Party Inference Framework for Large Transformers.
IACR Cryptol. ePrint Arch.
Ke Cheng, Yuheng Xia, Anxiao Song, Jiaxuan Fu, Wenjie Qu, Yulong Shen, Jiaheng Zhang
2025 J jnl
PriFFT: Privacy-preserving Federated Fine-tuning of Large Language Models via Function Secret Sharing.
CoRR
Zhichao You, Xuewen Dong, Ke Cheng, Xutong Mu, Jiaxuan Fu, Shiyang Ma, Qiang Qu, Yulong Shen
2025 J jnl
Private Learning for Vertical Decision Trees: A Secure, Accurate, and Fast Realization.
IEEE Trans. Dependable Secur. Comput.
Anxiao Song, Ke Cheng, Jiaxuan Fu, Shujie Cui, Tao Zhang, Zhao Chang, Yulong Shen
2024 J jnl
FSS-DBSCAN: Outsourced Private Density-Based Clustering via Function Secret Sharing.
IEEE Trans. Inf. Forensics Secur.
Jiaxuan Fu, Ke Cheng, Anxiao Song, Yuheng Xia, Zhao Chang, Yulong Shen
2024 J jnl
FedDMC: Efficient and Robust Federated Learning via Detecting Malicious Clients.
IEEE Trans. Dependable Secur. Comput.
Xutong Mu, Ke Cheng, Yulong Shen, Xiaoxiao Li, Zhao Chang, Tao Zhang, Xindi Ma
2024 J jnl
FedPTA: Prior-Based Tensor Approximation for Detecting Malicious Clients in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Xutong Mu, Ke Cheng, Teng Liu, Tao Zhang, Xueli Geng, Yulong Shen
2024 J jnl
Guard-FL: An UMAP-Assisted Robust Aggregation for Federated Learning.
IEEE Internet Things J.
Anxiao Song, Haoshuo Li, Ke Cheng, Tao Zhang, Aijing Sun, Yulong Shen
2024 J jnl
PPA-DBSCAN: Privacy-Preserving $\rho$ρ-Approximate Density-Based Clustering.
IEEE Trans. Dependable Secur. Comput.
Jiaxuan Fu, Ke Cheng, Zhao Chang, Yulong Shen
2024 — conf
Private Decision Tree Evaluation with Malicious Security via Function Secret Sharing.
ESORICS (2)
Jiaxuan Fu, Ke Cheng, Yuheng Xia, Anxiao Song, Qianxing Li, Yulong Shen
2024 Misc conf
Securely and Efficiently Outsourcing Neural Network Inference via Parallel MSB Extraction.
ICASSP
Xin Liu, Ning Xi, Ke Cheng, Jiaxuan Fu, Xinghui Zhu, Yulong Shen, Jianfeng Ma
2023 J jnl
FedProc: Prototypical contrastive federated learning on non-IID data.
Future Gener. Comput. Syst.
Xutong Mu, Yulong Shen, Ke Cheng, Xueli Geng, Jiaxuan Fu, Tao Zhang, Zhiwei Zhang
2023 J jnl
FuzzyDedup: Secure Fuzzy Deduplication for Cloud Storage.
IEEE Trans. Dependable Secur. Comput.
Tao Jiang, Xu Yuan, Yuan Chen, Ke Cheng, Liangmin Wang, Xiaofeng Chen, Jianfeng Ma
2023 J jnl
Manto: A Practical and Secure Inference Service of Convolutional Neural Networks for IoT.
IEEE Internet Things J.
Ke Cheng, Jiaxuan Fu, Yulong Shen, Haichang Gao, Ning Xi, Zhiwei Zhang, Xinghui Zhu
2023 J jnl
Private Inference for Deep Neural Networks: A Secure, Adaptive, and Efficient Realization.
IEEE Trans. Computers
Ke Cheng, Ning Xi, Ximeng Liu, Xinghui Zhu, Haichang Gao, Zhiwei Zhang, Yulong Shen
2023 J jnl
Secure Similar Sequence Query over Multi-source Genomic Data on Cloud.
IEEE Trans. Cloud Comput.
Ke Cheng, Yantian Hou, Liangmin Wang
2022 J jnl
Privacy-Enhanced and Practical Truth Discovery in Two-Server Mobile Crowdsensing.
IEEE Trans. Netw. Sci. Eng.
Haiqin Wu, Liangmin Wang, Ke Cheng, Dejun Yang, Jian Tang, Guoliang Xue
2021 J jnl
A Secure and Fair Double Auction Framework for Cloud Virtual Machines.
IEEE Access
Ke Cheng, Wei Tong, Lele Zheng, Jiaxuan Fu, Xutong Mu, Yulong Shen
2021 J jnl
FedProc: Prototypical Contrastive Federated Learning on Non-IID data.
CoRR
Xutong Mu, Yulong Shen, Ke Cheng, Xueli Geng, Jiaxuan Fu, Tao Zhang, Zhiwei Zhang
2021 J jnl
Mobility-Aware Privacy-Preserving Mobile Crowdsourcing.
Sensors
Guoying Qiu, Yulong Shen, Ke Cheng, Lingtong Liu, Shuiguang Zeng
2021 J jnl
Secure $k$k-NN Query on Encrypted Cloud Data with Multiple Keys.
IEEE Trans. Big Data
Ke Cheng, Liangmin Wang, Yulong Shen, Hua Wang, Yongzhi Wang, Xiaohong Jiang, Hong Zhong
2020 A* conf
A Lightweight Auction Framework for Spectrum Allocation with Strong Security Guarantees.
INFOCOM
Ke Cheng, Liangmin Wang, Yulong Shen, Yangyang Liu, Yongzhi Wang, Lele Zheng
2019 A* conf
CFHider: Control Flow Obfuscation with Intel SGX.
INFOCOM
Yongzhi Wang, Yulong Shen, Cuicui Su, Ke Cheng, Yibo Yang, Anter Faree, Yao Liu
2019 A conf
Flexibly and Securely Shape Your Data Disclosed to Others.
AsiaCCS
Qing-Qing Xie, Yantian Hou, Ke Cheng, Gaby G. Dagher, Liangmin Wang, Shucheng Yu
2019 A* conf
Strongly Secure and Efficient Range Queries in Cloud Databases under Multiple Keys.
INFOCOM
Ke Cheng, Yulong Shen, Yongzhi Wang, Liangmin Wang, Jianfeng Ma, Xionghong Jiang, Cuicui Su
2019 — conf
Towards Efficient Privacy-Preserving Auction Mechanism for Two-Sided Cloud Markets.
ICC
Ke Cheng, Yulong Slien, Yuzhen Zhang, Xinghui Zhu, Liangmin Wang, Hong Zhong
2018 — conf
Obfuscating program control flow with Intel SGX.
ICSE (Companion Volume)
Yongzhi Wang, Yulong Shen, Ke Cheng, Yibo Yang, Cuicui Su, Anter Faree
2018 A conf
Secure Similar Sequence Query on Outsourced Genomic Data.
AsiaCCS
Ke Cheng, Yantian Hou, Liangmin Wang
2017 — conf
Improving Database Storage Usability with the Cloud-Based Architecture.
DSC
Cuicui Su, Yongzhi Wang, Yulong Shen, Ke Cheng, Jiawen Ma
2016 J jnl
Secure Nearest Neighbor Query on Crowd-Sensing Data.
Sensors
Ke Cheng, Liangmin Wang, Hong Zhong