Featured Publications
Ximeng Liu*, Robert H. Deng, Wenxiu Ding, Rongxing Lu, Baodong Qin: Privacy-Preserving Outsourced Calculation on Floating Point Numbers, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol.11, no.11, pp.2513-2527, 2016. DOI: 10.1109/TIFS.2016.258512.1 [ CCF Rank A CACR Rank A , SCI]
Ximeng Liu*, Robert H. Deng, Kim-Kwang Raymond Choo, Jian Weng: An Efficient Privacy-Preserving Outsourced Calculation Toolkits with Multiple Keys, IEEE Transactions on Information Forensics and Security (IEEE TIFS), vol.11, no.11, pp. 2401-2414, 2016. DOI: 10.1109/TIFS.2016.2573770.[ CCF Rank A CACR Rank A , SCI]
Ximeng Liu*, Baodong Qin, Robert H. Deng, Rongxing Lu Jiangfeng Ma. A Privacy-Preserving Outsourced Functional Computation Framework Across Large-Scale Multiple Encrypted Domains. IEEE Transactions on Computers. (IEEE TC), vol.65, no.12, pp. 3567 – 3579, 2016. DOI: 10.1109/TC.2016.2543220. [ CCF Rank A , SCI]
Ximeng Liu*, Kim-Kwang Raymond Choo, Robert H. Deng, Rongxing Lu, Jian Weng: Efficient and Privacy-Preserving Outsourced Computation of Rational Numbers, IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Ximeng Liu, Robert H. Deng, Kim-Kwang Raymond Choo, Yang Yang*, HweeHwa Pang: Privacy-Preserving Outsourced Calculation Toolkit in the Cloud, IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren. Privacy-Preserving Object Detection for Medical Images with Faster R-CNN. IEEE Transactions on Information Forensics & Security (IEEE TIFS). [ CCF Rank A CACR Rank A , SCI]
Yang Yang, Ximeng Liu*, Robert H. Deng, Yingjiu Li. Lightweight Sharable and Traceable Secure Mobile Health System. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC). [ CCF Rank A CACR Rank A , SCI]
Yang Yang, Ximeng Liu*, Robert H. Deng. Multi-user Multi-Keyword Rank Search over Encrypted Data in Arbitrary Language. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC). [ CCF Rank A CACR Rank A , SCI]
Yinbin Miao, Robert Deng, Kim-Kwang Raymond Choo, Ximeng Liu, Jianting Ning, Hongwei Li. Optimized Verifiable Fine-Grained Keyword Search in Dynamic Multi-owner Settings. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng, Jiguo Li, Hongwei Li, Jianfeng Ma. Privacy-preserving Attribute-Based Keyword Search in Shared Multi-owner Setting. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Yinbin Miao, Robert H. Deng, Ximeng Liu, Kim-Kwang Raymond Choo, Hongjun Wu,Hongwei Li. Multi-authority Attribute-Based Keyword Search over Encrypted Cloud Data. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Kai Huang, Ximeng Liu, Shaojing Fu, Deke Guo, Ming Xu. A Lightweight Privacy-preserving CNN Feature Extraction Framework for Mobile Sensing. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Xiangyu Wang*, Jianfeng Ma, Ximeng Liu*, Yinbin Miao. Search in My Way: Practical Outsourced Image Retrieval Framework Supporting Unshared Key. IEEE INFOCOM 2019. [ CCF Rank A ]
Jiangang Shu, Yang Kan, Xiaohua Jia, Ximeng Liu, Cong Wang, Robert H. Deng. Proxy-Free Privacy-Preserving Task Matching with Efficient Revocation in Crowdsourcing. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Haijiang Wang, Jianting Ning, Xinyi Huang, Guiyi Wei, Geong Sen Poh, Ximeng Liu. Secure Fine-grained Encrypted Keyword Search for e-Healthcare Cloud. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Chuan Zhang, Liehuang Zhu, Chang Xu, Ximeng Liu, Kashif Sharif. Secure Reliable and Privacy-Preserving Truth Discovery for Mobile Crowdsensing Systems. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A CACR Rank A , SCI]
Hang Cheng, Huaxiong Wang, Ximeng Liu, Yan Fang, Meiqing Wang, Xiaojun Zhang. Person Re-Identification over Encrypted Outsourced Surveillance Videos. IEEE Transactions on Dependable and Secure Computing (IEEE TDSC).[ CCF Rank A , SCI]
Ximeng Liu, Robert H. Deng, Kim-Kwang Raymond Choo, Yang Yang. Privacy-Preserving Reinforcement Learning Design for Patient-Centric Dynamic Treatment Regime. IEEE Transaction on Emerging Topic in Computing, 2019.
Ximeng Liu, Robert H. Deng, Kim-Kwang Raymond Choo, Yang Yang*, HweeHwa Pang. Privacy-preserving Outsourced Support Vector Machine Design for Secure Drug Discovery. IEEE Transactions on Cloud Computing (IEEE TCC), 2018, [SCI].
Ximeng Liu, Robert H. Deng, Kim-Kwang Raymond Choo, Yang Yang. Privacy-preserving Outsourced Clinical Decision Support System in the Cloud. IEEE Transactions on Service Computing (IEEE TSC), 2017, [ CCF Rank B , SCI].
Ximeng Liu, Baodong Qin, Robert H. Deng, Yingjiu Li. An Efficient Privacy-Preserving Outsourced Computation over Public Data. IEEE Transactions on Service Computing (IEEE TSC), 2016, [ CCF Rank B , SCI].
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