2024年
[1] Qi Wang, Jianjun Chen, Zheyu Jiang, Run Guo, Ximeng Liu, Chao Zhang, Haixin Duan: Break the Wall from Bottom: Automated Discovery of Protocol-Level Evasion Vulnerabilities in Web Application Firewalls, To appear in IEEE Security & Privacy 2023 (IEEE S&P’24), San Francisco, CA, May 2024 [CCF-A 类会议, 安全Big 4]
[2] Zongyang Zhang, Weihan Li, Yanpei Guo, Kexin Shi, Sherman S.M. Chow, Ximeng Liu, Jin Dong: One-to-many Multivariate Polynomial Commitment from Fast Reed-Solomon IOPs and Its Application to Asynchronous Verifiable Secret Sharing. To appear in USENIX Security 2024. [CCF-A 类会议, 安全Big 4]
[3] Feng Li, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Jianting Ning, Robert H. Deng: A Survey on Searchable Symmetric Encryption. ACM Comput. Surv. 56(5): 119:1-119:42 (2024)
[4] Jianping Cai, Ximeng Liu, Jiayin Li, Kim-Kwang Raymond Choo: Differentially Private Non-Negative Consistent Release for Large-Scale Hierarchical Trees. IEEE Trans. Dependable Secur. Comput. 21(1): 388-402 (2024) [CCF-A 类期刊]
[5] Zekai Chen, Shengxing Yu, Mingyuan Fan, Ximeng Liu, Robert H. Deng: Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data. IEEE Trans. Inf. Forensics Secur. 19: 693-707 (2024) [CCF-A 类期刊]
[6] Chuan Zhang, Haojun Xuan, Tong Wu, Ximeng Liu, Guomin Yang, Liehuang Zhu: Blockchain-Based Dynamic Time-Encapsulated Data Auditing for Outsourcing Storage. IEEE Trans. Inf. Forensics Secur. 19: 1979-1993 (2024) [CCF-A 类期刊]
[7] Qiuyun Tong, Xinghua Li, Yinbin Miao, Yunwei Wang, Ximeng Liu, Robert H. Deng: Beyond Result Verification: Efficient Privacy-Preserving Spatial Keyword Query With Suppressed Leakage. IEEE Trans. Inf. Forensics Secur. 19: 2746-2760 (2024) [CCF-A 类期刊]
2023年
[1] Yuchao Wang, Yanguo Peng, Ximeng Liu, Zuobin Ying, Jiangtao Cui, Dongyao Niu, Xiaofang Xia: aChain: A SQL-Empowered Analytical Blockchain as a Database. IEEE Trans. Computers 72(11): 3099-3112 (2023) [CCF-A 类期刊]
[2] Hongbin Zhuang, Xiao-Yan Li, Jou-Ming Chang, Cheng-Kuan Lin, Ximeng Liu: Embedding Hamiltonian Paths in $k$-Ary $n$-Cubes With Exponentially-Many Faulty Edges. IEEE Trans. Computers 72(11): 3245-3258 (2023) [CCF-A 类期刊]
[3] Ke Cheng, Ning Xi, Ximeng Liu, Xinghui Zhu, Haichang Gao, Zhiwei Zhang, Yulong Shen: Private Inference for Deep Neural Networks: A Secure, Adaptive, and Efficient Realization. IEEE Trans. Computers 72(12): 3519-3531 (2023) [CCF-A 类期刊]
[4] Xuru Li, Daojing He, Yun Gao, Ximeng Liu, Sammy Chan, Manghan Pan, Kim-Kwang Raymond Choo: LIGHT: Lightweight Authentication for Intra Embedded Integrated Electronic Systems. IEEE Trans. Dependable Secur. Comput. 20(2): 1088-1103 (2023) [CCF-A 类期刊]
[5] Xindi Ma, Qi Jiang, Ximeng Liu, Qingqi Pei, Jianfeng Ma, Wenjing Lou: Learning in Your "Pocket": Secure Collaborative Deep Learning With Membership Privacy. IEEE Trans. Dependable Secur. Comput. 20(3): 2641-2656 (2023) [CCF-A 类期刊]
[6] Zhuo Ma, Yang Liu, Ximeng Liu, Jian Liu, Jianfeng Ma, Kui Ren: Learn to Forget: Machine Unlearning via Neuron Masking. IEEE Trans. Dependable Secur. Comput. 20(4): 3194-3207 (2023) [CCF-A 类期刊]
[7] Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Yinbin Miao, Yang Liu, Robert H. Deng:Forward/Backward and Content Private DSSE for Spatial Keyword Queries. IEEE Trans. Dependable Secur. Comput. 20(4): 3358-3370 (2023) [CCF-A 类期刊]
[8] Di Lu, Minqiang Shi, Xindi Ma, Ximeng Liu, Rui Guo, Tianfang Zheng, Yulong Shen, Xuewen Dong, Jianfeng Ma: Smaug: A TEE-Assisted Secured SQLite for Embedded Systems. IEEE Trans. Dependable Secur. Comput. 20(5): 3617-3635 (2023) [CCF-A 类期刊]
[9] Chuan Zhang, Chenfei Hu, Tong Wu, Liehuang Zhu, Ximeng Liu: Achieving Efficient and Privacy-Preserving Neural Network Training and Prediction in Cloud Environments. IEEE Trans. Dependable Secur. Comput. 20(5): 4245-4257 (2023) [CCF-A 类期刊]
[10] Zhuo Ma, Xinjing Liu, Yang Liu, Ximeng Liu, Zhan Qin, Kui Ren: DivTheft: An Ensemble Model Stealing Attack by Divide-and-Conquer. IEEE Trans. Dependable Secur. Comput. 20(6): 4810-4822 (2023) [CCF-A 类期刊]
[11] Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Wei Zheng, Kim-Kwang Raymond Choo, Robert H. Deng: VerifyTL: Secure and Verifiable Collaborative Transfer Learning. IEEE Trans. Dependable Secur. Comput. 20(6): 5087-5101 (2023) [CCF-A 类期刊]
[12] Jia-Li Yin, Bin Chen, Wanqing Zhu, Bo-Hao Chen, Ximeng Liu:Push Stricter to Decide Better: A Class-Conditional Feature Adaptive Framework for Improving Adversarial Robustness. IEEE Trans. Inf. Forensics Secur. 18: 2119-2131 (2023) [CCF-A 类期刊]
[13] Chenfei Hu, Chuan Zhang, Dian Lei, Tong Wu, Ximeng Liu, Liehuang Zhu: Achieving Privacy-Preserving and Verifiable Support Vector Machine Training in the Cloud. IEEE Trans. Inf. Forensics Secur. 18: 3476-3491 (2023) [CCF-A 类期刊]
[14] Xiaoqin Feng, Jianfeng Ma, Huaxiong Wang, Yinbin Miao, Ximeng Liu, Zhongyuan Jiang: An Accessional Signature Scheme With Unmalleable Transaction Implementation to Securely Redeem Cryptocurrencies. IEEE Trans. Inf. Forensics Secur. 18: 4144-4156 (2023) [CCF-A 类期刊]
[15] Haotian Liang, Youqi Li, Chuan Zhang, Ximeng Liu, Liehuang Zhu: EGIA: An External Gradient Inversion Attack in Federated Learning. IEEE Trans. Inf. Forensics Secur. 18: 4984-4995 (2023) [CCF-A 类期刊]
[16] Bowen Zhao, Xiaoguo Li, Ximeng Liu, Qingqi Pei, Yingjiu Li, Robert H. Deng: CrowdFA: A Privacy-Preserving Mobile Crowdsensing Paradigm via Federated Analytics. IEEE Trans. Inf. Forensics Secur. 18: 5416-5430 (2023) [CCF-A 类期刊]
[17] Qiuyun Tong, Xinghua Li, Yinbin Miao, Ximeng Liu, Jian Weng, Robert H. Deng: Privacy-Preserving Boolean Range Query With Temporal Access Control in Mobile Computing. IEEE Trans. Knowl. Data Eng. 35(5): 5159-5172 (2023) [CCF-A 类期刊]
[18] Qiuyun Tong, Yinbin Miao, Jian Weng, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng: Verifiable Fuzzy Multi-Keyword Search Over Encrypted Data With Adaptive Security. IEEE Trans. Knowl. Data Eng. 35(5): 5386-5399 (2023) [CCF-A 类期刊]
[19] Nan Jiang, Jie Wen, Jin Li, Ximeng Liu, Di Jin: GATrust: A Multi-Aspect Graph Attention Network Model for Trust Assessment in OSNs. IEEE Trans. Knowl. Data Eng. 35(6): 5865-5878 (2023) [CCF-A 类期刊]
[20] Qiuyun Tong, Yinbin Miao, Hongwei Li, Ximeng Liu, Robert H. Deng: Privacy-Preserving Ranked Spatial Keyword Query in Mobile Cloud-Assisted Fog Computing. IEEE Trans. Mob. Comput. 22(6): 3604-3618 (2023) [CCF-A 类期刊]
[21] Bowen Zhao, Ximeng Liu, Wei-Neng Chen, Robert H. Deng:(通信) CrowdFL: Privacy-Preserving Mobile Crowdsensing System Via Federated Learning. IEEE Trans. Mob. Comput. 22(8): 4607-4619 (2023) [CCF-A 类期刊]
[22] Guichuan Zhao, Qi Jiang, Ximeng Liu, Xindi Ma, Ning Zhang, Jianfeng Ma: Electrocardiogram Based Group Device Pairing for Wearables. IEEE Trans. Mob. Comput. 22(11): 6394-6409 (2023) [CCF-A 类期刊]
[23] Wanqing Zhu, Jia-Li Yin, Bo-Hao Chen, Ximeng Liu: SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation. AAAI 2023: 3852-3860 [CCF-A 类会议]
[24] Kun Guo, Yutong Fang, Qingqing Huang, Yuting Liang, Ziyao Zhang, Wenyu He, Liu Yang, Kai Chen, Ximeng Liu, Wenzhong Guo: Globally Consistent Federated Graph Autoencoder for Non-IID Graphs. IJCAI 2023: 3768-3776 [CCF-A 类会议]
[25] Jie Wen, Nan Jiang, Jin Li, Ximeng Liu, Honglong Chen, Yanzhi Ren, Zhaohui Yuan, Ziang Tu: DTrust: Toward Dynamic Trust Levels Assessment in Time-Varying Online Social Networks. INFOCOM 2023: 1-10 [CCF-A 类会议]
2022年
[1] Nan Jiang, Fuxian Duan, Honglong Chen, Wei Huang, Ximeng Liu: MAFI: GNN-Based Multiple Aggregators and Feature Interactions Network for Fraud Detection Over Heterogeneous Graph. IEEE Trans. Big Data 8(4): 905-919 (2022) [CCF-A 类期刊]
[2] Yingying Li, Jianfeng Ma, Yinbin Miao, Huizhong Li, Qiang Yan, Yue Wang, Ximeng Liu, Kim-Kwang Raymond Choo: DVREI: Dynamic Verifiable Retrieval Over Encrypted Images. IEEE Trans. Computers 71(8): 1755-1769 (2022) [CCF-A 类期刊]
[3] Yanguo Peng, Long Wang, Jiangtao Cui, Ximeng Liu, Hui Li, Jianfeng Ma:(通信)LS-RQ: A Lightweight and Forward-Secure Range Query on Geographically Encrypted Data. IEEE Trans. Dependable Secur. Comput. 19(1): 388-401 (2022) [CCF-A 类期刊]
[4] Jianting Ning, Xinyi Huang, Willy Susilo, Kaitai Liang, Ximeng Liu, Yinghui Zhang: Dual Access Control for Cloud-Based Data Storage and Sharing. IEEE Trans. Dependable Secur. Comput. 19(2): 1036-1048 (2022) [CCF-A 类期刊]
[5] Xiaoqin Feng, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo: Social Characteristic-Based Propagation-Efficient PBFT Protocol to Broadcast in Unstructured Overlay Networks. IEEE Trans. Dependable Secur. Comput. 19(6): 3621-3639 (2022) [CCF-A 类期刊]
[6] Yang Liu, Zhuo Ma, Yilong Yang, Ximeng Liu, Jianfeng Ma, Kui Ren: RevFRF: Enabling Cross-Domain Random Forest Training With Revocable Federated Learning. IEEE Trans. Dependable Secur. Comput. 19(6): 3671-3685 (2022) [CCF-A 类期刊]
[7] Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren: Privacy-Preserving Object Detection for Medical Images With Faster R-CNN. IEEE Trans. Inf. Forensics Secur. 17: 69-84 (2022) [CCF-A 类期刊]
[8] Ning Lu, Junwei Zhang, Ximeng Liu, Wenbo Shi, Jianfeng Ma:(通信) STOP: A Service Oriented Internet Purification Against Link Flooding Attacks. IEEE Trans. Inf. Forensics Secur. 17: 938-953 (2022) [CCF-A 类期刊]
[9] Weijie Liu, Ximeng Liu, Zhi Li, Bin Liu, Rongwei Yu, Lina Wang:(通信)Retrofitting LBR Profiling to Enhance Virtual Machine Introspection. IEEE Trans. Inf. Forensics Secur. 17: 2311-2323 (2022) [CCF-A 类期刊]
[10] Chuan Zhang, Mingyang Zhao, Liehuang Zhu, Tong Wu, Ximeng Liu: Enabling Efficient and Strong Privacy-Preserving Truth Discovery in Mobile Crowdsensing. IEEE Trans. Inf. Forensics Secur. 17: 3569-3581 (2022) [CCF-A 类期刊]
[11] Bowen Zhao, Jiaming Yuan, Ximeng Liu, Yongdong Wu, HweeHwa Pang, Robert H. Deng: SOCI: A Toolkit for Secure Outsourced Computation on Integers. IEEE Trans. Inf. Forensics Secur. 17: 3637-3648 (2022) [CCF-A 类期刊]
[12] Jianchao Tang, Shaojing Fu, Ximeng Liu, Yuchuan Luo, Ming Xu: Achieving Privacy-Preserving and Lightweight Truth Discovery in Mobile Crowdsensing. IEEE Trans. Knowl. Data Eng. 34(11): 5140-5153 (2022) [CCF-A 类期刊]
[13] Xiao-Yan Li, Wanling Lin, Ximeng Liu, Cheng-Kuan Lin, Kung-Jui Pai, Jou-Ming Chang: Completely Independent Spanning Trees on BCCC Data Center Networks With an Application to Fault-Tolerant Routing. IEEE Trans. Parallel Distributed Syst. 33(8): 1939-1952 (2022) [CCF-A 类期刊]
[14] Yang Liu, Mingyuan Fan, Cen Chen, Ximeng Liu, Zhuo Ma, Li Wang, Jianfeng Ma:(会议)(通信)Backdoor Defense with Machine Unlearning. INFOCOM 2022: 280-289 [CCF-A 类会议]
2021年
[1] Jiangang Shu, Kan Yang, Xiaohua Jia, Ximeng Liu, Cong Wang, Robert H. Deng: Proxy-Free Privacy-Preserving Task Matching with Efficient Revocation in Crowdsourcing. IEEE Trans. Dependable Secur. Comput. 18(1): 117-130 (2021) [CCF-A 类期刊]
[2] Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng, Jiguo Li, Hongwei Li, Jian-Feng Ma: Privacy-Preserving Attribute-Based Keyword Search in Shared Multi-owner Setting. IEEE Trans. Dependable Secur. Comput. 18(3): 1080-1094 (2021) [CCF-A 类期刊]
[3] Chuan Zhang, Liehuang Zhu, Chang Xu, Ximeng Liu, Kashif Sharif: Reliable and Privacy-Preserving Truth Discovery for Mobile Crowdsensing Systems. IEEE Trans. Dependable Secur. Comput. 18(3): 1245-1260 (2021) [CCF-A 类期刊]
[4] Haijiang Wang, Jianting Ning, Xinyi Huang, Guiyi Wei, Geong Sen Poh, Ximeng Liu: Secure Fine-Grained Encrypted Keyword Search for E-Healthcare Cloud. IEEE Trans. Dependable Secur. Comput. 18(3): 1307-1319 (2021) [CCF-A 类期刊]
[5] Kai Huang, Ximeng Liu, Shaojing Fu, Deke Guo, Ming Xu: A Lightweight Privacy-Preserving CNN Feature Extraction Framework for Mobile Sensing. IEEE Trans. Dependable Secur. Comput. 18(3): 1441-1455 (2021) [CCF-A 类期刊]
[6] Hang Cheng, Huaxiong Wang, Ximeng Liu, Yan Fang, Meiqing Wang, Xiaojun Zhang: Person Re-Identification over Encrypted Outsourced Surveillance Videos. IEEE Trans. Dependable Secur. Comput. 18(3): 1456-1473 (2021) [CCF-A 类期刊]
[7] 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 Trans. Dependable Secur. Comput. 18(4): 1667-1680 (2021) [CCF-A 类期刊]
[8] Yinbin Miao, Robert H. Deng, Kim-Kwang Raymond Choo, Ximeng Liu, Jianting Ning, Hongwei Li:Optimized Verifiable Fine-Grained Keyword Search in Dynamic Multi-Owner Settings. IEEE Trans. Dependable Secur. Comput. 18(4): 1804-1820 (2021) [CCF-A 类期刊]
[9] Pengfei Wu, Robert H. Deng, Qingni Shen, Ximeng Liu, Qi Li, Zhonghai Wu: ObliComm: Towards Building an Efficient Oblivious Communication System. IEEE Trans. Dependable Secur. Comput. 18(5): 2331-2348 (2021) [CCF-A 类期刊]
[10] Xiangyu Wang, Jianfeng Ma, Feng Li, Ximeng Liu, Yinbin Miao, Robert H. Deng: Enabling Efficient Spatial Keyword Queries on Encrypted Data With Strong Security Guarantees. IEEE Trans. Inf. Forensics Secur. 16: 4909-4923 (2021) [CCF-A 类期刊]
[11] Bowen Zhao, Shaohua Tang, Ximeng Liu, Xinglin Zhang:(通信) PACE: Privacy-Preserving and Quality-Aware Incentive Mechanism for Mobile Crowdsensing. IEEE Trans. Mob. Comput. 20(5): 1924-1939 (2021) [CCF-A 类期刊]
[12] Bowen Zhao, Shaohua Tang, Ximeng Liu, Xinglin Zhang, Wei-Neng Chen:(通信) iTAM: Bilateral Privacy-Preserving Task Assignment for Mobile Crowdsensing. IEEE Trans. Mob. Comput. 20(12): 3351-3366 (2021) [CCF-A 类期刊]
[13] Xueqiao Liu, Guomin Yang, Willy Susilo, Joseph Tonien, Ximeng Liu, Jian Shen: Privacy-Preserving Multi-Keyword Searchable Encryption for Distributed Systems. IEEE Trans. Parallel Distributed Syst. 32(3): 561-574 (2021) [CCF-A 类期刊]
2020年
[1] Yang Yang, Ximeng Liu, Robert H. Deng, Yingjiu Li:(通信)Lightweight Sharable and Traceable Secure Mobile Health System. IEEE Trans. Dependable Secur. Comput. 17(1): 78-91 (2020) [CCF-A 类期刊]
[2] Yang Yang, Ximeng Liu, Robert H. Deng:(通信)Multi-User Multi-Keyword Rank Search Over Encrypted Data in Arbitrary Language. IEEE Trans. Dependable Secur. Comput. 17(2): 320-334 (2020) [CCF-A 类期刊]
[3] Ximeng Liu, Robert H. Deng, Kim-Kwang Raymond Choo, Yang Yang, HweeHwa Pang:(通信)Privacy-Preserving Outsourced Calculation Toolkit in the Cloud. IEEE Trans. Dependable Secur. Comput. 17(5): 898-911 (2020) [CCF-A 类期刊]
[4] Lin Liu, Rongmao Chen, Ximeng Liu, Jinshu Su, Linbo Qiao:Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud. IEEE Trans. Inf. Forensics Secur. 15: 2914-2929 (2020) [CCF-A 类期刊]
[5] Xiangyu Wang, Jianfeng Ma, Ximeng Liu, Robert H. Deng, Yinbin Miao, Dan Zhu, Zhuoran Ma:Search Me in the Dark: Privacy-preserving Boolean Range Query over Encrypted Spatial Data. INFOCOM 2020: 2253-2262 [CCF-A 类会议]