BibTeX records: Yang Liu 0118

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@article{DBLP:journals/tkde/MaLMXLMD24,
  author       = {Zhuoran Ma and
                  Yang Liu and
                  Yinbin Miao and
                  Guowen Xu and
                  Ximeng Liu and
                  Jianfeng Ma and
                  Robert H. Deng},
  title        = {FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
  number       = {4},
  pages        = {1566--1581},
  year         = {2024},
  url          = {https://doi.org/10.1109/TKDE.2023.3309858},
  doi          = {10.1109/TKDE.2023.3309858},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/MaLMXLMD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FanLC0QZ24,
  author       = {Mingyuan Fan and
                  Yang Liu and
                  Cen Chen and
                  Chengyu Wang and
                  Minghui Qiu and
                  Wenmeng Zhou},
  editor       = {Luz Angelica Caudillo{-}Mata and
                  Silvio Lattanzi and
                  Andr{\'{e}}s Mu{\~{n}}oz Medina and
                  Leman Akoglu and
                  Aristides Gionis and
                  Sergei Vassilvitskii},
  title        = {Guardian: Guarding against Gradient Leakage with Provable Defense
                  for Federated Learning},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Web Search
                  and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
  pages        = {190--198},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3616855.3635758},
  doi          = {10.1145/3616855.3635758},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/FanLC0QZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/ZhangKLMLMG23,
  author       = {Junwei Zhang and
                  Xin Kang and
                  Yang Liu and
                  Huawei Ma and
                  Teng Li and
                  Zhuo Ma and
                  Sergey Gataullin},
  title        = {A Secure and Lightweight Multi-Party Private Intersection-Sum Scheme
                  over a Symmetric Cryptosystem},
  journal      = {Symmetry},
  volume       = {15},
  number       = {2},
  pages        = {319},
  year         = {2023},
  url          = {https://doi.org/10.3390/sym15020319},
  doi          = {10.3390/SYM15020319},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/symmetry/ZhangKLMLMG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangHXLLMM23,
  author       = {Zhuzhu Wang and
                  Cui Hu and
                  Bin Xiao and
                  Yang Liu and
                  Teng Li and
                  Zhuo Ma and
                  Jianfeng Ma},
  title        = {Outsourced Privacy-Preserving Data Alignment on Vertically Partitioned
                  Database},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {5},
  pages        = {1408--1419},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2023.3284271},
  doi          = {10.1109/TBDATA.2023.3284271},
  timestamp    = {Thu, 14 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbd/WangHXLLMM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/MaLLLMR23,
  author       = {Zhuo Ma and
                  Yang Liu and
                  Ximeng Liu and
                  Jian Liu and
                  Jianfeng Ma and
                  Kui Ren},
  title        = {Learn to Forget: Machine Unlearning via Neuron Masking},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {20},
  number       = {4},
  pages        = {3194--3207},
  year         = {2023},
  url          = {https://doi.org/10.1109/TDSC.2022.3194884},
  doi          = {10.1109/TDSC.2022.3194884},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdsc/MaLLLMR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/WangMLMLD23,
  author       = {Xiangyu Wang and
                  Jianfeng Ma and
                  Ximeng Liu and
                  Yinbin Miao and
                  Yang Liu and
                  Robert H. Deng},
  title        = {Forward/Backward and Content Private {DSSE} for Spatial Keyword Queries},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {20},
  number       = {4},
  pages        = {3358--3370},
  year         = {2023},
  url          = {https://doi.org/10.1109/TDSC.2022.3205670},
  doi          = {10.1109/TDSC.2022.3205670},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tdsc/WangMLMLD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/MaLLLQR23,
  author       = {Zhuo Ma and
                  Xinjing Liu and
                  Yang Liu and
                  Ximeng Liu and
                  Zhan Qin and
                  Kui Ren},
  title        = {DivTheft: An Ensemble Model Stealing Attack by Divide-and-Conquer},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {20},
  number       = {6},
  pages        = {4810--4822},
  year         = {2023},
  url          = {https://doi.org/10.1109/TDSC.2023.3234355},
  doi          = {10.1109/TDSC.2023.3234355},
  timestamp    = {Tue, 28 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdsc/MaLLLQR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/LiuZMMW23,
  author       = {Yang Liu and
                  Bingsheng Zhang and
                  Yuxiang Ma and
                  Zhuo Ma and
                  Zecheng Wu},
  title        = {iPrivJoin: An ID-Private Data Join Framework for Privacy-Preserving
                  Machine Learning},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {18},
  pages        = {4300--4312},
  year         = {2023},
  url          = {https://doi.org/10.1109/TIFS.2023.3288455},
  doi          = {10.1109/TIFS.2023.3288455},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tifs/LiuZMMW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangMXLLZ23,
  author       = {Yilong Yang and
                  Zhuo Ma and
                  Bin Xiao and
                  Yang Liu and
                  Teng Li and
                  Junwei Zhang},
  title        = {Reveal Your Images: Gradient Leakage Attack Against Unbiased Sampling-Based
                  Secure Aggregation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {12},
  pages        = {12958--12971},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2023.3271432},
  doi          = {10.1109/TKDE.2023.3271432},
  timestamp    = {Tue, 28 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/YangMXLLZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/WangZLLYM22,
  author       = {Zhuzhu Wang and
                  Junwei Zhang and
                  Yang Liu and
                  Maobin Lu and
                  Zuobin Ying and
                  Jianfeng Ma},
  title        = {A certificateless authentication scheme with fuzzy batch verification
                  for federated {UAV} network},
  journal      = {Int. J. Intell. Syst.},
  volume       = {37},
  number       = {9},
  pages        = {6048--6079},
  year         = {2022},
  url          = {https://doi.org/10.1002/int.22834},
  doi          = {10.1002/INT.22834},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijis/WangZLLYM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/FanLCYGWL22,
  author       = {Mingyuan Fan and
                  Yang Liu and
                  Cen Chen and
                  Shengxing Yu and
                  Wenzhong Guo and
                  Li Wang and
                  Ximeng Liu},
  title        = {Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT
                  Devices},
  journal      = {{IEEE} Internet Things J.},
  volume       = {9},
  number       = {18},
  pages        = {17002--17013},
  year         = {2022},
  url          = {https://doi.org/10.1109/JIOT.2021.3138969},
  doi          = {10.1109/JIOT.2021.3138969},
  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iotj/FanLCYGWL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/LiuMYLMR22,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Yilong Yang and
                  Ximeng Liu and
                  Jianfeng Ma and
                  Kui Ren},
  title        = {RevFRF: Enabling Cross-Domain Random Forest Training With Revocable
                  Federated Learning},
  journal      = {{IEEE} Trans. Dependable Secur. Comput.},
  volume       = {19},
  number       = {6},
  pages        = {3671--3685},
  year         = {2022},
  url          = {https://doi.org/10.1109/TDSC.2021.3104842},
  doi          = {10.1109/TDSC.2021.3104842},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdsc/LiuMYLMR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/LiuMLMR22,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Siqi Ma and
                  Kui Ren},
  title        = {Privacy-Preserving Object Detection for Medical Images With Faster
                  {R-CNN}},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {17},
  pages        = {69--84},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIFS.2019.2946476},
  doi          = {10.1109/TIFS.2019.2946476},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tifs/LiuMLMR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/LiuMLQZW22,
  author       = {Xinjing Liu and
                  Zhuo Ma and
                  Yang Liu and
                  Zhan Qin and
                  Junwei Zhang and
                  Zhuzhu Wang},
  editor       = {Vijayalakshmi Atluri and
                  Roberto Di Pietro and
                  Christian Damsgaard Jensen and
                  Weizhi Meng},
  title        = {SeInspect: Defending Model Stealing via Heterogeneous Semantic Inspection},
  booktitle    = {Computer Security - {ESORICS} 2022 - 27th European Symposium on Research
                  in Computer Security, Copenhagen, Denmark, September 26-30, 2022,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13554},
  pages        = {610--630},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-17140-6\_30},
  doi          = {10.1007/978-3-031-17140-6\_30},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/esorics/LiuMLQZW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FanLCYGL22,
  author       = {Mingyuan Fan and
                  Yang Liu and
                  Cen Chen and
                  Shengxing Yu and
                  Wenzhong Guo and
                  Ximeng Liu},
  title        = {Combating False Sense of Security: Breaking the Defense of Adversarial
                  Training Via Non-Gradient Adversarial Attack},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
  pages        = {3293--3297},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICASSP43922.2022.9746138},
  doi          = {10.1109/ICASSP43922.2022.9746138},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/FanLCYGL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiuFCLMWM22,
  author       = {Yang Liu and
                  Mingyuan Fan and
                  Cen Chen and
                  Ximeng Liu and
                  Zhuo Ma and
                  Li Wang and
                  Jianfeng Ma},
  title        = {Backdoor Defense with Machine Unlearning},
  booktitle    = {{IEEE} {INFOCOM} 2022 - {IEEE} Conference on Computer Communications,
                  London, United Kingdom, May 2-5, 2022},
  pages        = {280--289},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/INFOCOM48880.2022.9796974},
  doi          = {10.1109/INFOCOM48880.2022.9796974},
  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/infocom/LiuFCLMWM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09538,
  author       = {Yang Liu and
                  Mingyuan Fan and
                  Cen Chen and
                  Ximeng Liu and
                  Zhuo Ma and
                  Li Wang and
                  Jianfeng Ma},
  title        = {Backdoor Defense with Machine Unlearning},
  journal      = {CoRR},
  volume       = {abs/2201.09538},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.09538},
  eprinttype    = {arXiv},
  eprint       = {2201.09538},
  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-09538.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09398,
  author       = {Mingyuan Fan and
                  Yang Liu and
                  Wenzhong Guo and
                  Ximeng Liu and
                  Jianhua Li},
  title        = {Case-Aware Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/2204.09398},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.09398},
  doi          = {10.48550/ARXIV.2204.09398},
  eprinttype    = {arXiv},
  eprint       = {2204.09398},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-09398.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06537,
  author       = {Mingyuan Fan and
                  Yang Liu and
                  Cen Chen and
                  Ximeng Liu and
                  Wenzhong Guo},
  title        = {Defense against Backdoor Attacks via Identifying and Purifying Bad
                  Neurons},
  journal      = {CoRR},
  volume       = {abs/2208.06537},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.06537},
  doi          = {10.48550/ARXIV.2208.06537},
  eprinttype    = {arXiv},
  eprint       = {2208.06537},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-06537.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/WangLMLM20,
  author       = {Zhuzhu Wang and
                  Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Jianfeng Ma},
  title        = {LiPSG: Lightweight Privacy-Preserving Q-Learning-Based Energy Management
                  for the IoT-Enabled Smart Grid},
  journal      = {{IEEE} Internet Things J.},
  volume       = {7},
  number       = {5},
  pages        = {3935--3947},
  year         = {2020},
  url          = {https://doi.org/10.1109/JIOT.2020.2968631},
  doi          = {10.1109/JIOT.2020.2968631},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iotj/WangLMLM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuMYWLM20,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Zheng Yan and
                  Zhuzhu Wang and
                  Ximeng Liu and
                  Jianfeng Ma},
  title        = {Privacy-preserving federated \emph{k}-means for proactive caching
                  in next generation cellular networks},
  journal      = {Inf. Sci.},
  volume       = {521},
  pages        = {14--31},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.ins.2020.02.042},
  doi          = {10.1016/J.INS.2020.02.042},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/LiuMYWLM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MaLWGZ20,
  author       = {Zhuo Ma and
                  Yang Liu and
                  Zhuzhu Wang and
                  Haoran Ge and
                  Meng Zhao},
  title        = {A machine learning-based scheme for the security analysis of authentication
                  and key agreement protocols},
  journal      = {Neural Comput. Appl.},
  volume       = {32},
  number       = {22},
  pages        = {16819--16831},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00521-018-3929-8},
  doi          = {10.1007/S00521-018-3929-8},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/MaLWGZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/MaYLLMRY20,
  author       = {Zhuo Ma and
                  Yilong Yang and
                  Ximeng Liu and
                  Yang Liu and
                  Siqi Ma and
                  Kui Ren and
                  Chang Yao},
  title        = {EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication
                  for Smart Grid},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {16},
  number       = {10},
  pages        = {6597--6606},
  year         = {2020},
  url          = {https://doi.org/10.1109/TII.2019.2946047},
  doi          = {10.1109/TII.2019.2946047},
  timestamp    = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/MaYLLMRY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/MaZGLLH20,
  author       = {Zhuo Ma and
                  Junwei Zhang and
                  Yongzhen Guo and
                  Yang Liu and
                  Ximeng Liu and
                  Wei He},
  title        = {An Efficient Decentralized Key Management Mechanism for {VANET} With
                  Blockchain},
  journal      = {{IEEE} Trans. Veh. Technol.},
  volume       = {69},
  number       = {6},
  pages        = {5836--5849},
  year         = {2020},
  url          = {https://doi.org/10.1109/TVT.2020.2972923},
  doi          = {10.1109/TVT.2020.2972923},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvt/MaZGLLH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wc/MaLN20,
  author       = {Siqi Ma and
                  Yang Liu and
                  Surya Nepal},
  title        = {Are Android Apps Being Protected Well Against Attacks?},
  journal      = {{IEEE} Wirel. Commun.},
  volume       = {27},
  number       = {3},
  pages        = {66--71},
  year         = {2020},
  url          = {https://doi.org/10.1109/MWC.001.1900432},
  doi          = {10.1109/MWC.001.1900432},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/wc/MaLN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisc/LiuZL020,
  author       = {Yang Liu and
                  Yong Zeng and
                  Zhihong Liu and
                  Jianfeng Ma},
  editor       = {Yongdong Wu and
                  Moti Yung},
  title        = {Spectrum Privacy Preserving for Social Networks: {A} Personalized
                  Differential Privacy Approach},
  booktitle    = {Information Security and Cryptology - 16th International Conference,
                  Inscrypt 2020, Guangzhou, China, December 11-14, 2020, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {12612},
  pages        = {277--287},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-71852-7\_18},
  doi          = {10.1007/978-3-030-71852-7\_18},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cisc/LiuZL020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/LiuMLMND020,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Siqi Ma and
                  Surya Nepal and
                  Robert H. Deng and
                  Kui Ren},
  title        = {Boosting Privately: Federated Extreme Gradient Boosting for Mobile
                  Crowdsensing},
  booktitle    = {40th {IEEE} International Conference on Distributed Computing Systems,
                  {ICDCS} 2020, Singapore, November 29 - December 1, 2020},
  pages        = {1--11},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDCS47774.2020.00017},
  doi          = {10.1109/ICDCS47774.2020.00017},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdcs/LiuMLMND020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwqos/Liu0MLWM20,
  author       = {Yang Liu and
                  Yilong Yang and
                  Zhuo Ma and
                  Ximeng Liu and
                  Zhuzhu Wang and
                  Siqi Ma},
  title        = {{PE-HEALTH:} Enabling Fully Encrypted {CNN} for Health Monitor with
                  Optimized Communication},
  booktitle    = {28th {IEEE/ACM} International Symposium on Quality of Service, IWQoS
                  2020, Hangzhou, China, June 15-17, 2020},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IWQoS49365.2020.9212822},
  doi          = {10.1109/IWQOS49365.2020.9212822},
  timestamp    = {Fri, 30 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwqos/Liu0MLWM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03594,
  author       = {Zhuo Ma and
                  Haoran Ge and
                  Zhuzhu Wang and
                  Yang Liu and
                  Ximeng Liu},
  title        = {Droidetec: Android Malware Detection and Malicious Code Localization
                  through Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2002.03594},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.03594},
  eprinttype    = {arXiv},
  eprint       = {2002.03594},
  timestamp    = {Wed, 12 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-03594.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10933,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Jianfeng Ma},
  title        = {Learn to Forget: User-Level Memorization Elimination in Federated
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2003.10933},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.10933},
  eprinttype    = {arXiv},
  eprint       = {2003.10933},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-10933.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05304,
  author       = {Zhuzhu Wang and
                  Yilong Yang and
                  Yang Liu and
                  Ximeng Liu and
                  Brij B. Gupta and
                  Jianfeng Ma},
  title        = {Cloud-based Federated Boosting for Mobile Crowdsensing},
  journal      = {CoRR},
  volume       = {abs/2005.05304},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.05304},
  eprinttype    = {arXiv},
  eprint       = {2005.05304},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-05304.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MaGLZM19,
  author       = {Zhuo Ma and
                  Haoran Ge and
                  Yang Liu and
                  Meng Zhao and
                  Jianfeng Ma},
  title        = {A Combination Method for Android Malware Detection Based on Control
                  Flow Graphs and Machine Learning Algorithms},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {21235--21245},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2896003},
  doi          = {10.1109/ACCESS.2019.2896003},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/MaGLZM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MaLLMR19,
  author       = {Zhuo Ma and
                  Yang Liu and
                  Ximeng Liu and
                  Jianfeng Ma and
                  Kui Ren},
  title        = {Lightweight Privacy-Preserving Ensemble Classification for Face Recognition},
  journal      = {{IEEE} Internet Things J.},
  volume       = {6},
  number       = {3},
  pages        = {5778--5790},
  year         = {2019},
  url          = {https://doi.org/10.1109/JIOT.2019.2905555},
  doi          = {10.1109/JIOT.2019.2905555},
  timestamp    = {Fri, 28 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iotj/MaLLMR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/MaLLML19,
  author       = {Zhuo Ma and
                  Yang Liu and
                  Ximeng Liu and
                  Jianfeng Ma and
                  Feifei Li},
  title        = {Privacy-Preserving Outsourced Speech Recognition for Smart IoT Devices},
  journal      = {{IEEE} Internet Things J.},
  volume       = {6},
  number       = {5},
  pages        = {8406--8420},
  year         = {2019},
  url          = {https://doi.org/10.1109/JIOT.2019.2917933},
  doi          = {10.1109/JIOT.2019.2917933},
  timestamp    = {Sat, 17 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iotj/MaLLML19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/GaoZLMLL19,
  author       = {Yan Gao and
                  Yong Zeng and
                  Zhihong Liu and
                  Jian{-}Feng Ma and
                  Yang Liu and
                  Yi{-}Kai Liu},
  title        = {Social Tie Based Cooperative Jamming for {D2D} Communications in the
                  Internet of Things},
  journal      = {J. Inf. Sci. Eng.},
  volume       = {35},
  number       = {5},
  pages        = {1113--1132},
  year         = {2019},
  url          = {https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=170\_2269},
  timestamp    = {Fri, 17 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jise/GaoZLMLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/MaFLLNOBDMJ19,
  author       = {Siqi Ma and
                  Runhan Feng and
                  Juanru Li and
                  Yang Liu and
                  Surya Nepal and
                  Diethelm Ostry and
                  Elisa Bertino and
                  Robert H. Deng and
                  Zhuo Ma and
                  Sanjay Jha},
  editor       = {David Balenson},
  title        = {An empirical study of {SMS} one-time password authentication in Android
                  apps},
  booktitle    = {Proceedings of the 35th Annual Computer Security Applications Conference,
                  {ACSAC} 2019, San Juan, PR, USA, December 09-13, 2019},
  pages        = {339--354},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3359789.3359828},
  doi          = {10.1145/3359789.3359828},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acsac/MaFLLNOBDMJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nana/ZhouZLLMZ19,
  author       = {Lingjie Zhou and
                  Yong Zeng and
                  Yang Liu and
                  Zhihong Liu and
                  Jianfeng Ma and
                  Xiaoyan Zhu},
  title        = {Edge Weight Differential Privacy Based Spectral Query Algorithm},
  booktitle    = {2019 International Conference on Networking and Network Applications,
                  NaNA 2019, Daegu, Korea (South), October 10-13, 2019},
  pages        = {259--267},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/NaNA.2019.00053},
  doi          = {10.1109/NANA.2019.00053},
  timestamp    = {Tue, 12 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nana/ZhouZLLMZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10218,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Siqi Ma and
                  Surya Nepal and
                  Robert H. Deng},
  title        = {Boosting Privately: Privacy-Preserving Federated Extreme Boosting
                  for Mobile Crowdsensing},
  journal      = {CoRR},
  volume       = {abs/1907.10218},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.10218},
  eprinttype    = {arXiv},
  eprint       = {1907.10218},
  timestamp    = {Fri, 02 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-10218.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03242,
  author       = {Yang Liu and
                  Zhuo Ma and
                  Ximeng Liu and
                  Zhuzhu Wang and
                  Siqi Ma and
                  Ken Ren},
  title        = {Revocable Federated Learning: {A} Benchmark of Federated Forest},
  journal      = {CoRR},
  volume       = {abs/1911.03242},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.03242},
  eprinttype    = {arXiv},
  eprint       = {1911.03242},
  timestamp    = {Mon, 11 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-03242.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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