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程珂

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程珂,博士,西安电子科技大学华山学者准聘副教授,陕西省科协青年人才托举计划入选者;获ACM西安优秀博士论文奖。隶属于西安电子科技大学马建峰教沈玉龙教授领导的陕西省网络与系统安全重点实验室、网络与信息安全教育部创新团队。

·   研究方向包括云计算与数据安全、隐私保护机器学习、应用密码学等,IEEE TCIEEE TDSC、计算机学报、IEEE INFOCOMESORICSACM AsiaCCS等主流学术期刊和会议上发表论文20余篇,其中一作/通信14篇,包括CCF A/中科院一区7篇,CCF B/中科院二区3篇;授权国家发明专利7项。

·   主持了陕西省自然科学基金青年项目、2024年陕西省科协青年人才托举计划项目、中央高校基本科研项目等,核心参与了国家重点研发计划(战略性国际科技创新合作重点专项、网络空间安全治理专项)、国家自然科学基金重点国际(地区)合作研究项目、陕西省创新团队项目等10余项。

·   2023ACM西安优秀博士论文奖、2022年陕西高等学校科学技术奖二等奖、2021年陕西高等学校科学技术奖一等奖等。

·   团队开源项目—密态数据安全计算库NssMPClib参https://github.com/XidianNSS/NssMPClib


招生信息:

·   沈玉龙教授团队致力于云计算与数据安全、智能网络内生安全、无人机系统安全等方向的研究,欢迎积极上进、勤奋好学的推免与考研同学联系我们。

·   长期招收本科生加入团队参与科研及相关学科竞赛,以发表高水平论文、国家级竞赛奖项为目标,有意者请通过邮件(chengke@xidian.edu.cn)与我联系(附简历)。


代表性学术成果:

[1] 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[J], IEEE Transactions on Computers (IEEE TC), 2023, 72(12): 3519-3531. (CCF A)

[2] Ke Cheng, Jiaxuan Fu, Yulong Shen, Haichang Gao, Ning Xi, Zhiwei Zhang, Xinghui Zhu. Manto: A practical and secure inference service of convolutional neural networks for IoT[J]. IEEE Internet of Things Journal  (IEEE IoTJ), 2023, 10(16): 14856-14872. (中科院一区)

[3] Jiaxuan Fu, Ke Cheng*, Zhao Chang, Yulong Shen. PPA-DBSCAN: Privacy-preserving ρ-approximate density-based clustering[J], IEEE Transactions on Dependable and Secure Computing  (IEEE TDSC), 2024, accepted. (CCF A)

[4] Xutong Mu, Ke Cheng*, Yulong Shen, Xiaoxiao Li, Zhao Chang, Tao Zhang, Xindi Ma. FedDMC: Efficient and robust federated learning via detecting malicious clients[J], IEEE Transactions on Dependable and Secure Computing  (IEEE TDSC), 2024, accepted. (CCF A)

[5] Jiaxuan Fu, Ke Cheng*, Yuheng Xia, Anxiao Song, Qianxing Li, Yulong Shen. Private Decision Tree Evaluation with Malicious Security via Function Secret Sharing[C]//29th European Symposium on Research in Computer Security (ESORICS 2024), Bydgoszcz, Poland, September, 2024. (CCF B)

[6] 穆旭彤, 程珂*, 宋安霄, 张涛, 张志为, 沈玉龙*. 抗拜占庭攻击的隐私保护联邦学习[J]. 计算机学报, 2024, 1-20. (CCF A)

[7] Xin Liu, Ning Xi, Ke Cheng*, Jiaxuan Fu, Xinghui Zhu, Yulong Shen, Jianfeng Ma. Securely and efficiently outsourcing neural network inference via parallel MSB extraction[C]// Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024). IEEE, 2024. (CCF B)

[8] Ke Cheng, Yantian Hou, Liangmin Wang. Secure similar sequence query over multi-source genomic data on cloud[J]. IEEE Transactions on Cloud Computing (IEEE TCC), 2022, 11(3): 2803-2819. (中科院二区)

[9] Ke Cheng, Liangmin Wang, Yulong Shen, Hua Wang, Yongzhi Wang, Xiaohong Jiang, Hong Zhong. Secure k-NN query on encrypted cloud data with multiple keys[J]. IEEE Transactions on Big Data (IEEE TBD), 2021, 7(4): 689-702. (中科院二区)

[10] Ke Cheng, Liangmin Wang, Yulong Shen, Yangyang Liu, Yongzhi Wang, Lele Zheng. A lightweight auction framework for spectrum allocation with strong security guarantees[C]//Proceedings of IEEE International Conference on Computer Communications (INFOCOM 2020), Toronto, Canada, June, 2020. (CCF A)

[11] Ke Cheng, Yulong Shen, Yongzhi Wang, Liangmin Wang, Jianfeng Ma, Xionghong Jiang, Cuicui Su. Strongly secure and efficient range queries in cloud databases under multiple keys[C]//Proceedings of IEEE International Conference on Computer Communications (INFOCOM 2019), Pairs, France, April, 2019. (CCF A)

[12] Ke Cheng, Yantian Hou, Liangmin Wang. Secure similar sequence query on outsourced genomic data[C]//Proceeding of the 13th ACM ASIA Conference on Information, Computer and Communications Security (AsiaCCS 2018), Incheon, Korea, June, 2018. (密码学会B)

Education Background

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Work Experience
  • [1] 2022.11-Now
     西安电子科技大学计算机科学与技术学院 
Social Affiliations

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Research Focus
  • [1]应用密码学

  • [2]隐私保护机器学习
  • [3]云计算与数据安全

Team members
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Academic honor
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