
牛犇 男 博导 数据安全研究室副主任 中国科学院信息工程研究所
电子邮件: niuben@iie.ac.cn
通信地址: 北京市海淀区树村路19号,中国科学院信息工程研究所北门
邮政编码: 100085
研究领域
信息保护技术、AI安全与隐私保护、网络体系结构与安全防护
招生信息
招生专业
招生方向
AI安全与隐私保护
网络体系结构与安全防护
教育背景
2010-08--2014-12 西安电子科技大学 博士
2007-08--2010-04 西安电子科技大学 硕士
2002-09--2006-06 西安电子科技大学 学士
工作经历
工作简历
2022-10~现在, 中国科学院信息工程研究所, 研究员
2017-10~2022-10,中国科学院信息工程研究所, 副研究员
2015-01~2017-10,中国科学院信息工程研究所, 助理研究员
社会兼职
2020-01-01-今,网络与信息安全学报, 编委
2018-08-03-今,Elsevier Information Sciences, Reviewer
2018-07-29-2018-08-01,IEEE ICCCN 2018: CAAME track, TPC member
2018-05-25-今,IEEE GLOBECOM 2018: SAC-Big Data track, TPC member
2018-05-20-2018-05-24,IEEE ICC 2018: SAC-Big Data track, TPC member
2018-05-08-今,IEEE Transactions on Mobile Computing, Reviewer
2018-01-11-今,Elsevier Journal of Computational Science, Reviewer
2018-01-01-今,中文信息学会大数据安全与隐私计算专委会, 常务委员兼青年论坛工作组组长
2018-01-01-今,中文信息学会网络空间大搜索专委会, 委员
2017-12-04-2017-12-08,IEEE GLOBECOM 2017, Session Chair
2017-10-16-今,IEEE Internet of Things Journal, Reviewer
2017-10-15-今,IEEE INFOCOM 2018, Reviewer
2017-08-04-今,IEEE Transactions on Services Computing, Reviewer
2017-07-07-今,Wiley Software: Practice and Experience, Reviewer
2017-06-25-2017-06-28,IEEE DSC 2017, Financial Chair
2017-05-20-2017-05-24,IEEE ICC 2017, Session Chair
2017-05-05-今,Elsevier Computers & Security, Reviewer
2016-01-30-今,IEEE Access, Reviewer
2016-01-16-今,IEEE Transactions on Information Forensics and Security, Reviewer
2015-06-18-2015-06-22,IEEE ICC 2015, Session Chair
专利与奖励
奖励信息
(2) 中国科学院信息工程研究所优秀论文, 研究所(学校), 2019
专利成果
( 2 ) 多方的数据安全计算方法、装置、电子设备和存储介质, 发明专利, 2022, 第 5 作者, 专利号: CN114866317A
( 3 ) 敏感信息的流转脱敏方法、装置、电子设备和存储介质, 发明专利, 2022, 第 2 作者, 专利号: CN114925390A
( 4 ) 多方的数据安全计算方法、装置、电子设备和存储介质, 发明专利, 2023, 第 5 作者, 专利号: CN114866317B
( 5 ) 个人信息多环节操作的协同处理方法、装置和系统, 发明专利, 2022, 第 2 作者, 专利号: CN114925389A
( 6 ) 面向公平性保障的联邦学习的模型优化方法及系统, 发明专利, 2022, 第 1 作者, 专利号: CN114358308A
( 7 ) 面向联邦学习的隐私保护方法及装置, 发明专利, 2021, 第 1 作者, 专利号: CN112668044A
( 8 ) 用于图像识别的隐私保护方法、装置和电子设备, 发明专利, 2020, 第 1 作者, 专利号: CN111582284A
( 9 ) 一种基于采样的个性化差分隐私保护方法及系统, 发明专利, 2020, 第 1 作者, 专利号: CN111414641A
( 10 ) 一种基于采样的个性化差分隐私保护方法及系统, 2023, 第 1 作者, 专利号: CN111414641B
( 11 ) 一种基于指数机制的个性化差分隐私保护方法及系统, 发明专利, 2020, 第 1 作者, 专利号: CN111400755A
( 12 ) 一种群组隐私信息发现方法及系统, 发明专利, 2019, 第 2 作者, 专利号: CN110569655A
( 13 ) 一种基于隐私泄露评估的隐私信息保护方法及系统, 专利授权, 2019, 第 2 作者, 专利号: CN110519218A
( 14 ) Android智能终端隐私保护方法及装置, 发明专利, 2019, 第 2 作者, 专利号: CN110110544A
( 15 ) 一种轨迹数据处理方法及系统, 发明专利, 2020, 第 2 作者, 专利号: CN111723166A
( 16 ) 一种隐私泄漏风险评估方法及装置, 专利授权, 2019, 第 2 作者, 专利号: CN109753808A
( 17 ) 位置隐私保护方法及装置, 专利授权, 2019, 第 1 作者, 专利号: CN109525933A
( 18 ) 一种个性化隐私保护方法及装置, 发明专利, 2019, 第 1 作者, 专利号: CN109684865A
( 19 ) 一种隐私信息溯源取证方法、装置及系统, 发明专利, 2019, 第 3 作者, 专利号: CN109583229A
( 20 ) 一种信息流转方法、装置及系统, 专利授权, 2019, 第 5 作者, 专利号: CN109347845A
( 21 ) 一种隐私信息管理方法、装置和系统, 发明专利, 2019, 第 3 作者, 专利号: CN109583228A
( 22 ) 一种隐私信息保护方法、装置及系统, 专利授权, 2019, 第 2 作者, 专利号: CN109583227A
( 23 ) 一种隐私信息处置方法、装置及系统, 发明专利, 2019, 第 3 作者, 专利号: CN109543422A
( 24 ) 一种位置隐私保护方法及装置, 专利授权, 2019, 第 2 作者, 专利号: CN109121133A
( 25 ) 一种基于匿名的位置隐私保护方法及装置, 专利授权, 2020, 第 2 作者, 专利号: CN109067750B
( 26 ) 一种图像隐私保护方法及系统, 专利授权, 2018, 第 2 作者, 专利号: CN108197453A
( 27 ) 一种隐私信息的处理方法、装置及系统, 专利授权, 2018, 第 4 作者, 专利号: CN107944299A
出版信息
发表论文
(2) Evaluating the Impact of Adversarial Factors on Membership Inference Attacks, The 20th IEEE International Conference on Ubiquitous Intelligence and Computing, 2023, 第 1 作者
(3) 隐私计算的学术内涵与研究趋势, Academic connotation and research trends of privacy computing, 网络与信息安全学报, 2022, 第 3 作者
(4) Eclipse: Preserving Differential Location Privacy Against Long-Term Observation Attacks, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 第 1 作者
(5) DP-Opt: Identify High Differential Privacy Violation by Optimization, Wireless Algorithms, Systems, and Applications, 2022, 第 1 作者
(6) “多级本地化差分隐私算法推荐框架”, Multi-level local differential privacy algorithm recommendation framework, 通信学报, 2022, 第 6 作者
(7) A Framework for Personalized Location Privacy, IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 第 1 作者
(8) AdaPDP: Adaptive Personalized Differential Privacy, IEEE Conference on Computer Communications(IEEE INFOCOM,CCF-A), 2021, 第 1 作者 通讯作者
(9) Weighted distributed differential privacy ERM: Convex and non-convex, COMPUTERS & SECURITY, 2021, 第 3 作者
(10) A Framework for Personalized Location Privacy, IEEE Transactions on Mobile Computing(IEEE TMC,CCF-A), 2021, 第 1 作者
(11) Utility-aware Exponential Mechanism for Personalized Differential Privacy, 2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020, 第 1 作者
(12) Android设备中基于流量特征的隐私泄露评估方案, Traffic characteristic based privacy leakage assessment scheme for Android device, 通信学报, 2020, 第 4 作者
(13) Achieving Fine-Grained QoS for Privacy-Aware Users in LBSs, IEEE WIRELESS COMMUNICATIONS, 2020, 第 4 作者 通讯作者
(14) A Framework to Preserve User Privacy for Machine Learning as a Service, IEEE Global Communications Conference, 2020,
(15) Achieving Privacy-Preserving Group Recommendation with Local Differential Privacy and Random Transmission, WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2020, 第 3 作者 通讯作者
(16) Exploiting location-related behaviors without the GPS data on smartphones, INFORMATION SCIENCES, 2020, 第 3 作者 通讯作者
(17) Membership Inference Attacks against MemGuard, 2020 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), 2020, 第 1 作者
(18) A Secure Authentication Scheme for Remote Diagnosis and Maintenance in Internet of Vehicles, 2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020, 第 5 作者
(19) An Extended Control Framework for Privacy-Preserving Photo Sharing across Different Social Networks, 2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2019, 第 11 作者
(20) 跨社交网络的隐私图片分享框架, Privacy-preserving photo sharing frameworkcross different social network, 通信学报, 2019, 第 3 作者
(21) HideMe: Privacy-Preserving Photo Sharing on Social Networks, IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2019), 2019, 第 11 作者
(22) Privacy Computing: Concept, Computing Framework, and Future Development Trends, ENGINEERING, 2019, 第 3 作者
(23) APP隐私泄露风险评估与保护方案, Risk assessing and privacy-preserving scheme for privacy leakage in APP, 通信学报, 2019, 第 2 作者
(24) Privacy Computing: Concept, Computing Framework, and Future Development Trends, Privacy Computing: Concept, Computing Framework, and Future Development Trends, Engineering, 2019, 第 3 作者
(25) Privacy-Preserving Device Discovery and Authentication Scheme for D2D Communication in 3GPP 5G HetNet, 2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2019, 第 5 作者
(26) Quantum-Resistance Authentication and Data Transmission Scheme for NB-IoT in 3GPP 5G Networks, 2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019, 第 5 作者
(27) DIAM: Diversified Identity Authentication Mechanism for 5G Multi-Service System, 2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2019, 第 5 作者
(28) Enhancing Privacy and Availability for Data Clustering in Intelligent Electrical Service of IoT, IEEE INTERNET OF THINGS JOURNAL, 2019, 第 7 作者
(29) Privacy-preserving Partner Selection for Ride-sharing Services, IEEE Transactions on Vehicular Technology, 2018,
(30) SRIM Scheme: An Impression-Management Scheme for Privacy-Aware Photo-Sharing Users, SRIM Scheme: An Impression-Management Scheme for Privacy-Aware Photo-Sharing Users, Engineering, 2018, 第 3 作者 通讯作者
(31) Privacy-Prese ving Partner Selection for Ride-Sharing Services, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 第 4 作者 通讯作者
(32) 社交照片隐私保护机制研究进展, Research Progress of Photo Privacy-Preserving Mechanisms in Online Social Network, 信息安全学报, 2018, 第 4 作者
(33) SRIM Scheme: An Impression-Management Scheme for Privacy-Aware Photo-Sharing Users, SRIM Scheme: An Impression-Management Scheme for Privacy-Aware Photo-Sharing Users, 工程(英文), 2018, 第 3 作者
(34) Privacy-preserving Ride Clustering for Customized-bus Sharing: A Fog-assisted Approach, 2018 16TH INTERNATIONAL SYMPOSIUM ON MODELING AND OPTIMIZATION IN MOBILE, AD HOC, AND WIRELESS NETWORKS (WIOPT), 2018, 第 11 作者
(35) Achieving Personalized k-anonymity against Long-term Observation in Location-Based Services, 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018, 第 3 作者
(36) Pricing Privacy Leakage in Location-Based Service, WASA, 2017,
(37) Small-world: Secure friend matching over physical world and social networks, INFORMATION SCIENCES, 2017, 第 3 作者 通讯作者
(38) Trajectory Prediction-based Handover Authentication Mechanism for Mobile Relays in LTE-A High-Speed Rail Networks, 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017, 第 5 作者
(39) Server-aided private set intersection based on reputation, INFORMATION SCIENCES, 2017, 第 3 作者
(40) Pricing Privacy Leakage in Location-Based Services, WIRELESS ALGORITHMS, SYSTEMS, AND APPLICATIONS, WASA 2017, 2017, 第 4 作者
(41) A Practical Group Matching Scheme for Privacy-Aware Users in Mobile Social Networks, IEEE Wireless Communications and Network Conference, 2016,
(42) Protection of Location Privacy in Continuous LBSs against Adversaries with Background Information, International Conference on Computing, Networking and Communication, 2016,
(43) 位置隐私保护技术研究进展, Research progress on location privacy-preserving techniques, 通信学报, 2016, 第 3 作者
(44) EPS: Encounter-Based Privacy-Preserving Scheme for Location-Based Services, GLOBECOM 2013 - 2013 IEEE Global Communications Conference : Volume 3 of 6 Pages 1747-2621., 2016, 第 1 作者
(45) Hunting Abnormal Configurations for Permission-Sensitive Role Mining, IEEE Military Communications Conference, 2016, 第 3 作者
(46) Obfuscation-Based Privacy-Preserving Scheme for Location-Based Services, IEEE Wireless Communications and Network Conference, 2016, 第 1 作者 通讯作者
(47) Weight-Aware Private Matching Scheme for Proximity-based Mobile Social Networks, GLOBECOM 2013 - 2013 IEEE Global Communications Conference : Volume 4 of 6 Pages 2622-3492., 2016, 第 1 作者
(48) Match-MORE: An Efficient Private Matching Scheme Using Friends-of-Friends��� Recommendation, International Conference on Computing, Networking and Communication, 2016,
(49) MobiCache: When k-anonymity Meets Cache, GLOBECOM 2013 - 2013 IEEE Global Communications Conference : Volume 1 of 6 Pages 1-871., 2016, 第 3 作者
(50) Achieving k-anonymity in Privacy-Aware Location-Based Services, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications : Volume 1 of 3 Pages 1-951., 2016, 第 1 作者
(51) Achieving Lightweight, Time-Specific and Secure Access Control in Cloud Storage, INTERNATIONALCONFERENCEONCOMPUTINGNETWORKINGANDCOMMUNICATION, 2016,
(52) 基于代理的移动互联网隐私保护机制, Proxy-based privacy-preserving scheme for mobile Internet, 通信学报, 2015, 第 5 作者
(53) Enhancing Privacy through Caching in Location-Based Services, 2015IEEECONFERENCEONCOMPUTERCOMMUNICATIONSINFOCOM, 2015, 第 1 作者
(54) Achieving Secure Friend Discovery in Social Strength-Aware PMSNs, IEEE Military Communications Conference, 2015,
(55) 高效的轨迹隐私保护方案, Efficient scheme for user���s trajectory privacy, 通信学报, 2015, 第 3 作者
(56) Privacy-Preserving Strategies in Service Quality Aware Location-Based Services, IEEE International Conference on Communications, 2015,
(57) A novel attack to spatial cloaking schemes in location-based services, FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2015, 第 1 作者
(58) 基于布隆过滤器的轻量级隐私信息匹配方案, Bloom filter-based lightweight private matching scheme, 通信学报, 2015, 第 4 作者
(59) A Personalized Two-Tier Cloaking Scheme for Privacy-Aware Location-Based Services, International Conference on Computing, Networking and Communications, 2015, 第 1 作者
(60) Achieving Lightweight and Secure Access Control in Multi-Authority Cloud(Best Paper Award), IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 2015, 第 1 作者
(61) Privacy and Authentication Protocol for Mobile RFID Systems, WIRELESS PERSONAL COMMUNICATIONS, 2014, 第 1 作者 通讯作者
(62) Are You Really My Friend? Exactly Spatio-temporal Matching Scheme in Privacy-Aware Mobile Social Networks, EAI International Conference on Security and Privacy in Communication Networks, 2014, 第 1 作者
(63) Privacy-Area Aware Dummy Generation Algorithms for Location-Based Services, 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2014, 第 1 作者
(64) An Efficient and Privacy-Preserving Spatial Cloaking Scheme for LBSs, IEEE International Conference on Mobile Ad hoc and Sensor Systems, 2014, 第 1 作者
(65) A Pseudo-Location Updating System for Privacy-Preserving Location-Based Services, China Communications, 2014, 第 1 作者
(66) 移动互联服务与隐私保护的研究进展, Survey on security and privacy preserving for mobile internet service, 通信学报, 2014, 第 4 作者
(67) A Fine-grained Spatial Cloaking Scheme for Privacy-aware Users in Location-Based Services, IEEE International Conference on Computer Communication and Networks, 2014, 第 1 作者
(68) 3PLUS: Privacy-Preserving Pseudo-Location Updating System in Location-Based Services, 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, 第 1 作者
(69) An Ultralightweight and Privacy-Preserving Authentication Protocol for Mobile RFID Systems, 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, 第 1 作者
(70) P-match: Priority-aware Friend Discovery for Proximity-based Mobile Social Networks, 2013 IEEE 10TH INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR SYSTEMS (MASS 2013), 2013, 第 1 作者
发表著作
(2) Privacy Computing: Theory and Technology, Springer, 2024-03, 第 3 作者
科研活动
科研项目
( 2 ) 企业数据安全治理的关键机制研究, 负责人, 国家任务, 2022-11--2025-12
( 3 ) 能源大数据多方安全融合应用隐私计算技术研究, 参与, 境内委托项目, 2022-10--2024-12
( 4 ) 隐私计算及安全保障基础理论研究(青年科学家项目), 负责人, 国家任务, 2021-12--2024-11
( 5 ) 个性化位置隐私信息的协同保护及评估, 负责人, 国家任务, 2019-01--2022-12
( 6 ) 海量多源异构数据的使用授权与鉴权体系研究, 参与, 国家任务, 2019-01--2022-12
( 7 ) 中国科学院青年创新促进会, 负责人, 中国科学院计划, 2018-01--2021-12
( 8 ) 面向信息交换的隐私保护机制研究, 参与, 国家任务, 2017-01--2020-12
( 9 ) 位置服务中场景关联的隐私保护机制研究, 负责人, 国家任务, 2016-01--2018-12
( 10 ) 跨云计算模式下面向数据生命周期的隐私保护关键技术研究, 参与, 国家任务, 2015-01--2017-12
参与会议
(2)Pricing Privacy Leakage in Location-Based Service. Springer International Conference on Wireless Algorithms 2017-06-19
(3)Trajectory Prediction-based Handover Authentication Mechanism for Mobile Relays in LTE-A High-Speed Rail Networks 2017-05-21
(4)Hunting Abnormal Configurations for Permission-Sensitive Role Mining 2016-11-01
(5)A Practical Group Matching Scheme for Privacy-Aware Users in Mobile Social Networks 2016-04-03
(6)Time Obfuscation-Based Privacy-Preserving Scheme for Location-Based Services 2016-04-03
(7)Protection of Location Privacy in Continuous LBSs against Adversaries with Background Information 2016-02-15
(8) Match-MORE: An Efficient Private Matching Scheme Using Friends-of-Friends’ Recommendation 2016-02-15
(9)Achieving Lightweight, Time-Specific and Secure Access Control in Cloud Storage 2016-02-15
(10)Achieving Secure Friend Discovery in Social Strength-Aware PMSNs 2015-10-26
(11)Achieving Lightweight and Secure Access Control in Multi-Authority Cloud 2015-08-20
(12)Privacy-Preserving Strategies in Service Quality Aware Location-Based Services 2015-06-08
(13)Enhancing Privacy through Caching in Location-Based Services 2015-04-26
(14)A Personalized Two-Tier Cloaking Scheme for Privacy-Aware Location-Based Services 2015-02-16
(15)An Efficient and Privacy-Preserving Spatial Cloaking Scheme for LBSs 2014-10-28
(16)Are You Really My Friend? Exactly Spatio-temporal Matching Scheme in Privacy-Aware Mobile Social Networks 2014-09-24
(17)A Fine-grained Spatial Cloaking Scheme for Privacy-aware Users in Location-Based Services 2014-08-04
(18)Privacy-area Aware Dummy Generation Algorithms for Location-based Services 2014-06-10
(19)Achieving K-anonymity in Privacy-aware Location-based Services 2014-04-27
(20)EPS: Encounter-based Privacy-preserving Scheme for Location-based Services 2013-12-09
(21)Weight-aware Private Matching Scheme for Proximity-based Mobile Social Networks 2013-12-09
(22)MobiCache: When K-anonymity Meets Cache 2013-12-09
(23)P-match: Priority-aware Friend Discovery for Proximity-based Mobile Social Networks 2013-11-14
(24)3PLUS: Privacy-preserving Pseudo-Location Updating System in Location-based Services 2013-04-07
(25)An Ultralightweight and Privacy-preserving Authentication Protocol for Mobile RFID Systems 2013-04-07
合作情况
国际合作
The Pennsylvania State University, USA, Dr. Guohong Cao
University of Arkansas, USA, Dr. Qinghua Li
University of Cincinnati, USA, Dr. Boyang Wang
Boise State University, USA, Dr. Yantian Hou
University of Nebraska-Lincoln, Canada, Dr. Kuan Zhang
Duke University, USA, Dr. Ang Li
Illinois Institute of Technology,USA,Dr. Binghui Wang
国内合作
西安电子科技大学,网络与信息安全学院,李晖教授、曹进教授
南京大学,计算机科学与技术系,许封元教授
浙江大学,网络空间安全学院,王志波教授、秦湛研究员
电子科技大学,李雄教授
指导学生
已指导学生
杨志东 硕士研究生 085211-计算机技术
毕文卿 硕士研究生 085211-计算机技术
陈亚虹 博士研究生 083900-网络空间安全
王心荻 硕士研究生 083900-网络空间安全
孙婧巍 硕士研究生 083900-网络空间安全
现指导学生
王宇翔 博士研究生 083900-网络空间安全
周诗淇 博士研究生 083900-网络空间安全
周泽峻 博士研究生 083900-网络空间安全
田原 博士研究生 083900-网络空间安全
杨其帆 硕士研究生 083900-网络空间安全
张立坤 博士研究生 083900-网络空间安全
郝千婷 博士研究生 083900-网络空间安全
晏巢淞 博士研究生 083900-网络空间安全
刘嘉琪 硕士研究生 083900-网络空间安全
李铂浩 博士研究生 083900-网络空间安全
李佳玉 博士研究生 083900-网络空间安全
甘番雨 硕士研究生 083900-网络空间安全
孔甜甜 硕士研究生 083900-网络空间安全