个人简历

秦湛自2019年起在浙江大学网络空间安全研究中心担任“百人计划”研究员。他2017年从纽约州立大学布法罗分校计算机科学与工程系毕业后，曾加入德克萨斯大学圣安东尼奥分校任助理教授。他的研究兴趣为人工智能安全和数据安全。 具体而言，他专注于深度学习模型中的对抗样本攻击与防御、隐私保护下的数据收集、计算和发布。他还探索和开发用于物联网设备上的计算和通信的安全敏感算法和协议。
目前招收硕士，要求对安全有浓厚的兴趣。

研究领域

网络空间安全""

近期论文

2019
[33]GANobfuscator:Mitigating Information Leakage under GAN via Differential Privacy
Chugui Xu,Ju Ren,Deyu Zhang,Yaoxue Zhang,Zhan Qin,Kui Ren
IEEE Transactions on Information Forensics and Security
[32]EdgeSanitizer:Locally Differentially Private Deep Inference at the Edge for Mobile Data Analytics
Chugui Xu,Ju Ren,Liang She,Yaoxue Zhang,Zhan Qin,Kui Ren
IEEE Internet of Things Journal
[31]Toward Hardware-Rooted Smartphone Authentication
Kui Ren,Zhan Qin,Zhongjie Ba
IEEE Wireless Communications
[30]Privacy-Preserving Truth Discovery in Crowd Sensing Systems
Chenglin Miao,Wenjun Jiang,Lu Su,Yaliang Li,Suxin Guo,Zhan Qin,Houping Xiao,Jing Gao,Kui Ren
ACM Transactions on Sensor Networks(TOSN)
2018
[29]Truth Inference on Sparse Crowdsourcing Data with Local Differential Privacy.
Haipei Sun,Boxiang Dong,Hui Wendy Wang,Ting Yu,Zhan Qin
2018 IEEE International Conference on Big Data(Big Data)
[28]Towards Differentially Private Truth Discovery for Crowd Sensing Systems
Yaliang Li,Houping Xiao,Zhan Qin,Chenglin Miao,Lu Su,Jing Gao,Kui Ren,Bolin Ding
arXiv preprint arXiv:1810.04760
[27]An efficient two-layer mechanism for privacy-preserving truth discovery
Yaliang Li,Chenglin Miao,Lu Su,Jing Gao,Qi Li,Bolin Ding,Zhan Qin,Kui Ren
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery&Data Mining
[26]Real-time and spatio-temporal crowd-sourced social network data publishing with differential privacy
Jia Zhao,Jiqiang Liu,Zhan Qin,Kui Ren
IEEE Transactions on Smart Grid
[25]ASAP:An anonymous smart-parking and payment scheme in vehicular networks
Liehuang Zhu,Meng Li,Zijian Zhang,Zhan Qin
IEEE Transactions on Dependable and Secure Computing
[24]SecSAKE:Towards Secure and Efficient Outsourcing of Clinical MRI Reconstruction
Zihao Shan,Zhan Qin,Leslie Ying,Kui Ren
Proceedings of the 2018 on Asia Conference on Computer and Communications Security
[23]Privacy-Preserving Image Processing in the Cloud
Zhan Qin,Jian Weng,Yong Cui,Kui Ren
IEEE Cloud Computing
[22]Towards privacy-preserving content-based image retrieval in cloud computing
Zhihua Xia,Yi Zhu,Xingming Sun,Zhan Qin,Kui Ren
IEEE Transactions on Cloud Computing
2017
[21]Dppro:Differentially private high-dimensional data release via random projection
Chugui Xu,Ju Ren,Yaoxue Zhang,Zhan Qin,Kui Ren
IEEE Transactions on Information Forensics and Security
[20]Generating synthetic decentralized social graphs with local differential privacy
Zhan Qin,Ting Yu,Yin Yang,Issa Khalil,Xiaokui Xiao,Kui Ren
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security
[19]Privacy-Preserving Outsourcing of Parallel Magnetic Resonance Image Reconstruction
Zihao Shan,Kui Ren,Zhan Qin
2017 IEEE Symposium on Privacy-Aware Computing(PAC)
[18]When privacy meets economics:Enabling differentially-private battery-supported meter reporting in smart grid
Zijian Zhang,Wenqiang Cao,Zhan Qin,Liehuang Zhu,Zhengtao Yu,Kui Ren
2017 IEEE/ACM 25th International Symposium on Quality of Service(IWQoS)
[17]Cost-friendly differential privacy for smart meters:Exploiting the dual roles of the noise
Zijian Zhang,Zhan Qin,Liehuang Zhu,Jian Weng,Kui Ren
IEEE Transactions on Smart Grid
[16]Privacy protection using a rechargeable battery for energy consumption in smart grids
Liehuang Zhu,Zijian Zhang,Zhan Qin,Jian Weng,Kui Ren
IEEE Network
[15]Privacy-Preserving Outsourcing of Parallel Magnetic Resonance Image Reconstruction
Zihao Shan,Kui Ren,Zhan Qin
2017 IEEE Symposium on Privacy-Aware Computing(PAC)
2016
[14]Securing acoustics-based short-range communication systems:an overview
Si Chen,Zhan Qin,Guoliang Xing,Kui Ren
Journal of communications and information networks
[13]SecSIFT:Secure image SIFT feature extraction in cloud computing
Zhan Qin,Jingbo Yan,Kui Ren,Chang Wen Chen,Cong Wang
ACM Transactions on Multimedia Computing,Communications,and Applications(TOMM)
[12]A privacy-preserving and copy-deterrence content-based image retrieval scheme in cloud computing
Zhihua Xia,Xinhui Wang,Liangao Zhang,Zhan Qin,Xingming Sun,Kui Ren
IEEE Transactions on Information Forensics and Security
[11]Heavy hitter estimation over set-valued data with local differential privacy
Zhan Qin,Yin Yang,Ting Yu,Issa Khalil,Xiaokui Xiao,Kui Ren
Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security
[10]SecWeb:Privacy-Preserving Web Browsing Monitoring with w-Event Differential Privacy
Zhan Qin,Jingbo Yan,Kui Ren,Chang Wen Chen,Cong Wang
International Conference on Security and Privacy in Communication Systems
[9]Securing SIFT:Privacy-preserving outsourcing computation of feature extractions over encrypted image data
Shengshan Hu,Qian Wang,Jingjun Wang,Zhan Qin,Kui Ren
IEEE Transactions on Image Processing
[8]DPcode:privacy-preserving frequent visual patterns publication on cloud
Zhan Qin,Kui Ren,Ting Yu,Jian Weng
IEEE Transactions on Multimedia
[7]Rescuedp:Real-time spatio-temporal crowd-sourced data publishing with differential privacy
Qian Wang,Yan Zhang,Xiao Lu,Zhibo Wang,Zhan Qin,Kui Ren
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications
2015
[6]Cloud-enabled privacy-preserving truth discovery in crowd sensing systems
Chenglin Miao,Wenjun Jiang,Lu Su,Yaliang Li,Suxin Guo,Zhan Qin,Houping Xiao,Jing Gao,Kui Ren
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications
[5]Toward practical differential privacy in smart grid with capacity-limited rechargeable batteries
Zijian Zhang,Zhan Qin,Liehuang Zhu,Wei Jiang,Chen Xu,Kui Ren
arXiv preprint arXiv:1507.03000
2014
[4]Privacy-preserving outsourcing of image global feature detection
Zhan Qin,Jingbo Yan,Kui Ren,Chang Wen Chen,Cong Wang,Xinwen Fu
2014 IEEE Global Communications Conference
[3]Towards efficient privacy-preserving image feature extraction in cloud computing
Zhan Qin,Jingbo Yan,Kui Ren,Chang Wen Chen,Cong Wang
Proceedings of the 22nd ACM international conference on Multimedia
[2]AcousAuth:An acoustic-based mobile application for user authentication
Si Chen,Muyuan Li,Zhan Qin,Bingsheng Zhang,Kui Ren
2014 IEEE Conference on Computer Communications Workshops(INFOCOM WKSHPS)
[1]Private image computation:The case of cloud based privacy-preserving SIFT
Zhan Qin,Jingbo Yan,Kui Ren
2014 IEEE Conference on Computer Communications Workshops(INFOCOM WKSHPS)