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Zhiping
Cai
(蔡志平)
Visiting Professor Google: https://scholar.google.com/citations?user=uVwk4XIAAAAJ&hl=en |
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Dr. Zhiping Cai is a full
Professor in Networking Engineering Department, College of Computer, National University of Defense Technology (NUDT)
at Changsha, China. He has visited iQua
Lab in 2013, which is leaded by Prof.
Baochun Li. Zhiping Cai received his bachelor's, master's and Ph.D
degree in computer science and technology with honor from NUDT in July 1996,
April 2002 and December 2005, respectively. His doctoral dissertation has been
rewarded with the Outstanding Dissertation Award of the Chinese PLA. Zhiping
Cai’s current research interests include Big Data, Network Security and Network
Virtualization. He has served as a referee of paper review for the ToN, TPDS,
ComNet. He serves on many conference program committees such as EUV, NAS. And
he is a senior member of China Computer Federation. Zhiping Cai received the
Silver Awards for Education from the Chinese PLA in July 2009. He received
research support from National Science Foundation of China (62072465, 61379145,
61070198, 0603062) and Science Foundation of Hunan Provincial (06JJ3035). He
has published over 100 academic papers and awarded the Best Paper Award of IEEE
NAS 2009, NPC 2009, CCCC 2016 and ICCCS 2018.
Selected
Recent Publications （International Conference and Journal）
2021
·
Bingnan
Hou, Changsheng Hou, Tongqing Zhou, Zhiping Cai, Fang Liu. Detection and
Characterization of Network Anomalies in Large-Scale RTT Time Series. IEEE
Trans. Netw. Serv. Manag. 18(1): 793-806 (2021) 
·
Jiaping
Yu, Haiwen Chen, Kui Wu, Tongqing Zhou, Zhiping Cai, Fang Liu. Centipede:
Leveraging the Distributed Camera Crowd for Cooperative Video Data Storage.
IEEE Internet of Things Journal. DOI (identifier) 10.1109/JIOT.2021.3074823
·
Jiaping
Yu, Haiwen Chen, Kui Wu, Tongqing Zhou, Zhiping Cai, Fang Liu. Centipede:
Leveraging the Distributed Camera Crowd for Cooperative Video Data Storage.
IEEE Internet of Things Journal. DOI (identifier) 10.1109/JIOT.2021.3074823
·
Yeting
Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li
Chen, Tongqing Zhou, Nong Xiao. PREFER: Point-of-interest REcommendation with
efficiency and privacy-preservation via Federated Edge learning. Proceedings of
the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp),
2021.
·
Ji
Qian, Guangfu Zeng, Zhiping Cai, Shuhui Chen, Ningzheng Luo, Haibing Liu. A
Survey on Anomaly Detection Techniques in Large-Scale KPI Data, Proceedings of
the 9th International Conference on Computer Engineering and Networks, 2021,
767-776.
·
Pei
Zhang, Xinwang Liu, Jian Xiong, Sihang Zhou, Wentao Zhao, En Zhu, Zhiping Cai.
Consensus One-step Multi-view Subspace Clustering. Publication date, IEEE
Transactions on Knowledge and Data Engineering, 2021
·
Shuhao
Liu, Hong Xu, Wei Bai, Libin Liu, Kai Chen, and Zhiping Cai. RepNet: Cutting
Latency with Flow Replication in Data Center Networks. IEEE Transactions on
Services Computing, 2021, 14(1), pp: 248-261. doi: 10.1109/TSC.2018.2793250
2020
·
吴虹佳，刘芳，刘斌，蔡志平.分散计算:技术,应用与挑战,计算机科学与探索,2020,14(5),721-730.
·
陈睿龙,罗磊,蔡志平,马文涛.基于深度学习的实时吸烟检测算法,计算机科学与探索,2020,15(2),327-337
·
张培,祝恩,蔡志平.单步划分融合多视图子空间聚类算法,计算机科学与探索,2020,1-9.
·
郭子菁,罗玉川,蔡志平,郑腾飞.医疗健康大数据隐私保护综述,计算机科学与探索,2020,15(3),389-402.
·
Tao
Yang, Gang Hu, Bingnan Hou, Zhiping Cai, Jing Xia, CC Fong . An alias
Resolution Method Based on Delay Sequence Analysis. CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 63 (3), 1433-1443
·
Jiaping Yu, Haiwen Chen, Kui Wu, Zhiping
Cai, Jinhua Cui.
A Distributed Storage System for Robust, Privacy-Preserving Surveillance
Cameras. ICDCS 2020: 1195-1196
·
Y
Wang, B Liu, H Wu, S Zhao, Z Cai, D Li, CC Fong, An Opinion Spam
Detection Method Based on Multi-Filters Convolutional Neural Network,
CMC-COMPUTERS MATERIALS & CONTINUA 65 (1), 355-367 (SCI检索)
·
W
Liang, S Zhou, J Xiong, X Liu, S Wang, E Zhu, Z Cai, X Xu. Multi-View Spectral Clustering with High-Order Optimal
Neighborhood Laplacian Matrix, IEEE
Transactions on Knowledge and Data Engineering (2020)
·
Xiong-lve
Li, Zhiping Cai, Bingnan Hou, Ning Liu, Fang Liu, Jieren Cheng. ProbInfer:
Probability-based AS path inference from multigraph perspective. Computer
Networks 180: 107377 (2020)
·
Haiwen
Chen, Jiaping Yu, Fang Liu, Zhiping Cai, Jing Xia. Archipelago: A Medical
Distributed Storage System for Interconnected Health. IEEE Internet Comput.
24(2): 28-38 (2020)
·
Hongjia
Wu, Jiao Zhang, Zhiping Cai, Fang Liu, Yangyang Li, Anfeng Liu. Toward
Energy-Aware Caching for Intelligent Connected Vehicles. IEEE Internet Things Journal. 7(9): 8157-8166 (2020)
·
Xiao
Liu, Anfeng Liu, Tian Wang, Kaoru Ota, Mianxiong Dong, Yuxin Liu, Zhiping Cai.
Adaptive data and verified message disjoint security routing for gathering big
data in energy harvesting networks. Journal of Parallel and Distributed
Computing, 2020, 135(4):140-155.
·
Pei
Zhang, Siwei Wang, Jingtao Hu, Zhen Cheng, Xifeng Guo, En Zhu, Zhiping Cai: Adaptive
Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors
20(20): 5755 (2020)
·
Yeting
Guo, Fang Liu, Zhiping Cai, Li Chen, Nong Xiao: FEEL: A Federated Edge Learning
System for Efficient and Privacy-Preserving Mobile Healthcare. ICPP 2020: 9:1-9:11
·
Shan
Zhao, Minghao Hu, Zhiping Cai, Fang Liu: Modeling Dense Cross-Modal
Interactions for Joint Entity-Relation Extraction. IJCAI 2020: 4032-4038
·
Guang
Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft:
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete
Video Events. ACM Multimedia 2020:
583-591
·
Jiao
Zhang, Li Zhou, Fuhui Zhou, Boon-Chong Seet, Haijun Zhang, Zhiping Cai, Jibo
Wei. Computation-Efficient Offloading and Trajectory Scheduling for Multi-UAV
Assisted Mobile Edge Computing. IEEE
Transactions on Vehicular Technology. 69(2): 2114-2125 (2020)
·
Guang
Yu, Zhiping Cai, Siqi Wang, Haiwen Chen, Fang Liu, Anfeng Liu. Unsupervised
Online Anomaly Detection with Parameter Adaptation for KPI Abrupt Changes. IEEE Transactions on Network and Service
Management, 17(3): 1294-1308 (2020).
·
Haiwen
Chen，Jiaping Yu，Fang Liu，Zhiping Cai，Jing Xia. Archipelago: A Medical
Distributed Storage System for Interconnected Health. IEEE Internet Computing,
2019, DOI: 10.1109/MIC.2019.2963182
·
H
Chen, G Yu, F Liu, Z Cai, A Liu, S Chen, H Huang, CF Cheang. Unsupervised Anomaly Detection via DBSCAN for KPIs Jitters
in Network Managements. CMC-COMPUTERS MATERIALS & CONTINUA 2020,
62 (2), 917-927 .
·
郭子菁，罗玉川，蔡志平，郑腾飞. 医疗健康大数据隐私保护综述, 计算机科学与探索,
doi: 10.3778/j.issn.1673-9418.2009071
2019
·
Hongjia
Wu, Jiao Zhang, Zhiping Cai, Fang Liu, Yangyang Li, Anfeng Liu. Towards
Energy-aware Caching for Intelligent Connected Vehicles. IEEE Internet of
Things Journal, 2020, 7(5):1-10.
·
Tongqing
Zhou, Bin Xiao, Zhiping Cai, Ming Xu. A Utility Model for Photo Selection in
Mobile Crowdsensing, IEEE Transactions on Mobile Computing , 2019
·
Fang
Liu, Yeting Guo, Zhiping Cai, Nong Xiao, Zhiming Zhao. Edge-enabled Disaster
Rescue: A Case Study of Searching for Missing People. ACM Transactions on
Intelligent Systems and Technology, 2019, vol. 10, no. 6, pp. 1-21.
·
Fang
Liu, Guoming Tang, Youhuizi Li, Zhiping Cai, Xingzhou Zhang, Tongqing Zhou: A
Survey on Edge Computing Systems and Tools. Proceedings of the IEEE 107(8):
1537-1562 (2019)
·
Shan
Zhao, Zhiping Cai, Haiwen Chen, YeWang, FangLiu, Anfeng Liu. Adversarial
Training Based Lattice LSTM for Chinese Clinical Named Entity Recognition.
Accepted by Journal of Biomedical Informatics, 2019, 9.
·
Ting
Li, Kaoru Ota, Tian Wang, Xiong Li, Zhiping Cai, Anfeng Liu: Optimizing the
Coverage via the UAVs With Lower Costs for Information-Centric Internet of
Things. IEEE Access 7:15292-15309 (2019)
·
Haojun
Teng, Yuxin Liu, Anfeng Liu, Neal N. Xiong, Zhiping Cai, Tian Wang, Xuxun Liu:
A novel code data dissemination scheme for Internet of Things through mobile
vehicle of smart cities. Future Generation Comp. Syst. 94: 351-367 (2019)
·
Xuemei
Xiang, Wei Liu, Anfeng Liu, Neal N. Xiong, Zhiwen Zeng, Zhiping Cai: Adaptive
duty cycle control-based opportunistic routing scheme to reduce delay in cyber
physical systems. IJDSN 15(4) (2019)
·
Chuan
Yu, Shuhui Chen, Zhiping Cai: LTE Phone Number Catcher: A Practical Attack
against Mobile Privacy. Security and Communication Networks 2019:
7425235:1-7425235:10 (2019)
·
Shuang
Zhao, Shuhui Chen, Yipin Sun, Zhiping Cai, Jinshu Su: Identifying Known and
Unknown Mobile Application Traffic Using a Multilevel Classifier. Security and
Communication Networks 2019: 9595081:1-9595081:11 (2019)
·
Zhenyu
Zhang, Wencheng Sun, Zhiping Cai, Ningzheng Luo, Ming Wang: Fuzzy Clustering: A
New Clustering Method in Heterogeneous Medical Records Searching. ICAIS (1)
2019: 3-15
·
Panyu
Liu, Yangyang Li, Zhiping Cai, Shuhui Chen: Discovering New Sensitive Words
Based on Sensitive Information Categorization. ICAIS (1) 2019: 338-346
·
Jing
Xia, Zhiping Cai, Gang Hu, Ming Xu. An active defense
solution for ARP spoofing in OpenFlow network. Chinese Journal of Electronics
28 (1), 172-178.
·
Qiaoyang
Zhang, Zhiyao Liang, Zhiping Cai. Developing a New
Security Framework for Bluetooth Low Energy Devices, COMPUTERS MATERIALS
& CONTINUA, 2019, 59 (2), 457-471.
·
Xionglve
Li, Junhua Xi, Zhiping Cai, Tao Yang, Chak Fong Cheang. Analyzing the Structure
and Connectivity of Continent-Level Internet Topology. CMC-COMPUTERS MATERIALS
& CONTINUA. 2019, 59(3): 955-964.
·
林加润,殷建平,张晓峰,蔡志平,明月伟.
云计算环境下安全的极限学习机外包优化部署机制, 计算机与数字工程
47 (1), 157-160,230.
·
Rui
Lu, Zhiping Cai, Shan Zhao. A Survey of Knowledge Reasoning based on KG.
Materials Science and Engineering, 2019, 569(5):52-58
·
2018
·
Tongqing
Zhou, Bin Xiao, Zhiping Cai (corresponding author), Mingxu. From Uncertain Photos
to Certain Coverage: a Novel Photo Selection Approach to Mobile Crowdsensing.
INFOCOM 2018. （CCF A类会议）
·
Xinwang
Liu, XinZhong Zhu, Miaomiao Li, En Zhu, Li Liu, Zhiping Cai, Jianping Yin, Wen
Gao. Localized Incomplete Multiple Kernel k-means. IJCAI 2018. （CCF A类会议）
·
Shengqun
Fang , Zhiping Cai,Wencheng Sun, Anfeng Liu,Fang Liu,Zhiyao Liang, Guoyan Wang.
Feature Selection Method Based on Class Discriminative Degree for Intelligent
Medical Diagnosis, Computer, Materials & Continua, 2018, 55(3).
·
Minrui
Wu, Yanhui Wu, Chuyao Liu, Zhiping Cai, Neal N. Xiong, Anfeng Liu, Ming Ma. An
Effective Delay Reduction Approach through a Portion of Nodes with a Larger
Duty Cycle for Industrial WSNs. Sensors, 2018, 18, 1535.
·
Yeting
Guo, Fang Liu, Zhiping Cai, Nong Xiao and Ziming Zhao. Edge-Based Efficient
Search over Encrypted Data Mobile Cloud Storage. Sensors 2018, 18(4), 1189;
doi:10.3390/s18041189
·
Xujing
Li, Anfeng Liu, Mande Xie, Neal N Xiong, Zhiwen Zeng, Zhiping Cai. Title:
Adaptive Aggregation Routing to Reduce Delay for Multi-Layer Wireless Sensor
Networks. Sensor. 2018.
·
Shidi
Yu, Xiao Liu, Anfeng Liu, Naixue Xiong, Zhiping Cai, Tian Wang. An Adaption
Broadcast Radius-Based Code Dissemination Scheme for Low Energy Wireless Sensor
Networks. Sensors, 2018, vol.18, 1509.
·
Yang
Li, Zhi-Ping Cai, Hong Xu. LLMP: Exploiting LLDP for Latency Measurement in
Software-Defined Data Center Networks[J] Journal of Computer Science and
Technology, 2018,V33(2): 277-285. (CCF B类期刊)
·
Wencheng
Sun, Zhiping Cai, Yangyang Li, Fang Liu, Shenqun Fang, Guoyan Wang. Security
and Privacy in the Medical Internet of Things: A Review. Security and
Communication Networks. vol. 2018, 5978636, DoI:10.1155/2018/5978636,2018. SCI
(CCF C类期刊).
·
Wencheng
Sun, Zhiping Cai, Yangyang Li, Fang Liu, Shengqun Fang, and Guoyan Wang. Data Processing
and Text Mining Technologies on Electronic Medical Records: A Review, Journal
of Healthcare Engineering. Volume 2018 (2018), Article ID 4302425, 9 pages
·
Jing
Xia, Zhiping Cai, Ming Xu. An Active Defense Solution for ARP Spoofing in
OpenFlow Network, Chinese Journal of Electronics, 2018, SCI (CCF C类期刊).
·
Jinhua
Cui, Yuanyuan Zhang, Zhiping Cai, Anfeng Liu, Yangyang Li. Securing display
path for security-sensitive applications on mobile devices. Computers,
Materials and Continua, 2018, 55 (1), 17
·
刘强,李桐,于洋,蔡志平(通信作者),周桐庆. 面向可穿戴设备的数据安全隐私保护技术综述[J]. 计算机研究与发展, 2018, 55(1): 14-29.
·
赵梓铭,刘芳,蔡志平,肖侬. 边缘计算：平台、应用与挑战,. 计算机研究与发展. 2018, 55 (2):
327-337; doi:
10.7544/issn1000-1239.2018.20170228
2017
·
Min Chen, Shigang
Chen, Zhiping Cai. Counter Tree: A Scalable
Counter Architecture for Per-Flow Traffic Measurement. IEEE/ACM Transactions on Networking, 25(2): 1249-1262
(2017)
·
Qingjun Xiao,
Shigang Chen, Min Chen, Yian Zhou, Zhiping Cai. Adaptive Joint Estimation
Protocol for Arbitrary Pair of Tag Sets in a Distributed RFID System. IEEE/ACM Transactions on Networking, 25(5):
2670-2685 (2017).
·
Tongqing Zhou, Zhiping Cai, Bin Xiao, Yueyue Chen,
Ming Xu. Detecting Rogue AP with the Crowd Wisdom. In Proc. ICDCS 2017, pp: 2327-2332
·
Tongqing
Zhou, Zhiping Cai, Kui Wu, Yueyue Chen, Ming Xua, FIDC: A Framework for
Improving Data Credibility in Mobile Crowdsensing. Computer Networks. 120:
157-169 (2017) . http://www.sciencedirect.com/science/article/pii/S1389128617301445
·
Yang
Yu, Jun Long, Zhiping Cai: Session-Based Network Intrusion Detection Using a
Deep Learning Architecture. MDAI 2017: 144-155
·
Yang
Yu, Jun Long, Zhiping Cai: Network Intrusion Detection through Stacking Dilated
Convolutional Autoencoders. Accepted by Security and Communication Networks. https://www.hindawi.com/journals/scn/2017/4184196/
2016
·
Ming Zhu, Jiannong Cao, Zhiping Cai, Zongjian He, Ming Xu: Providing
flexible services for heterogeneous vehicles: an NFV-based approach. IEEE Network 30(3): 64-71 (2016)
·
Yanping Li, Weifeng
Chen, Zhiping Cai, Yuguang Fang. CAKA: A Novel Certificateless-based
Cross Domain Authenticated Key Agreement Protocol for Wireless Mesh Networks.
Wireless Networks 22(8)：2523-2535（2016）.
·
Qiang Liu, Xiping
Hu, Edith C.H.Ngai, Min Liang, Victor C.M.Leung, Zhiping Cai, Jianping Yin. A
Security Patch Addressing Bandwidth Request Vulnerabilities in the IEEE 802.16
Standard. IEEE Network， 2016, 30（5）：26-34.
·
Qiang Liu, Jianping
Yin, Victor C. M. Leung, Jun-Hai Zhai, Zhiping Cai, Jiarun Lin: Applying a new
localized generalization error model to design neural networks trained with
extreme learning machine. Neural
Computing and Applications, 2016, 27(1):59-66.
·
Tongqing Zhou, Zhiping Cai, Ming Xu, Yueyue Chen.
Leveraging Crowd to Improve Data Credibility for Mobile Crowdsensing. Proc.
ISCC 2016: 561-568. June, 2016, Messina, Italy
·
Ming Zhu, Fei Liu, Zhiping Cai and Ming Xu. Maintaining
Connectivity of MANETs through Multiple Unmanned Aerial Vehicles. Accepted by
Mathematical Problems in Engineering.
·
Jiarun Lin,
Changwang Zhang, Zhiping Cai, Qiang Liu, Jianping Yin. A TCP-friendly AQM
algorithm to mitigate low-rate DDoS attacks. Journal: Int. J. of Autonomous and
Adaptive Communications Systems, 2016 Vol.9, No.1/2, pp.149 – 163.
·
Yang Yu, Jun Long,
Fang Liu, Zhiping Cai: Machine Learning Combining with Visualization for
Intrusion Detection: A Survey. MDAI 2016: 239-249.
·
Jiyu Chen, Zhiping
Cai, Shiping
Chen: Efficient
Distributed Joint Detection of Widespread Events in Large Networked Systems.GLOBECOM 2016: 1-6
·
Jing Xia, Zhiping
Cai, Ming
Xu: Optimized Virtual Network Functions Migration for
NFV. ICPADS 2016: 340-346
·
Jing Xia, Deming Pang, Zhiping
Cai, Ming
Xu, Gang
Hu: Reasonably Migrating Virtual Machine in NFV-Featured
Networks. CIT 2016: 361-366
·
方峰,蔡志平,肇启佳,林加润,朱明. 使用Spark Streaming的自适应实时DDoS检测和防御技术. 计算机科学与探索,2016,10(5):601-611.
·
周桐庆,蔡志平,徐明,夏竟. 基于软件定义网络的流量工程. 软件学报.
2015
·
Zhiping Cai, Min Chen,
Shigang Chen, Yan Qiao, Searching for Widespread Events in Large Networked
Systems by Cooperative Monitoring, in Proc. of IEEE International Conference on
Network Protocols (ICNP), San
Francisco, November 2015. (Acceptance rate: 20%)
·
Shuhao
Liu, Zhiping Cai, Hong Xu, Ming
Xu. Towards Security-aware Virtual Network
Embedding. Computer Networks,
2015, 91:151-163.
·
Kai Zheng, Zhiping Cai, Xin Zhang, Zhijun Wang,
Baohua Yang. Algorithms to speedup pattern matching for network intrusion
detection systems, Computer
Communications, 2015, 62: 47-58. http://www.sciencedirect.com/science/article/pii/S0140366415000559
·
Songping Yu, Mingzhu Deng, Nong Xiao,
Yuxuan Xing, Fang Liu, Zhiping Cai,Wei Chen. WAlloc: An Efficient Wear-Aware Allocator for Non-Volatile Main Memory. In
Proc. IPCCC 2015. (Acceptance
rate: 29%)
·
Ming Zhu, Yueyue
Chen, Zhiping Cai, Ming Xu. Using
Unmanned Aerial Vehicle Chain to Improve Link Capacity of Two Mobile Nodes. In
Proc. ICMA 2015.
·
林加润,殷建平,蔡志平,朱明,程勇.云计算环境下安全的极限学习机外包机制.计算机工程与科学.2015,37(10):1806-1810.
2014
·
Shuhao
Liu, Zhiping Cai, Hong Xu, Ming
Xu. Security-aware Virtual Network Embedding.
In Proc. ICC 2014.
·
Ming Zhu, Zhiping Cai, Dong Zhao, Junhui Wang,
Ming Xu.Using Multiple Unmanned Aerial Vehicles to Maintain Connectivity of
MANETs. In Proc. ICCCN 2014.
2013
·
Shuhao Liu, Hong Xu, Zhiping Cai: Low Latency Datacenter Networking: A Short Survey. CoRR abs/1312.3455 (2013)
·
Qiang Liu, Jianping Yin, Victor C. M.
Leung, Zhiping Cai: FADE:
Forwarding Assessment Based Detection of Collaborative Grey Hole Attacks in WMN.
IEEE Trans. Wireless Communications, 12(10):5124-5137 (2013)
·
Jiarun Lin,
Jianping Yin, Changwang Zhang, Zhiping Cai, A Secure and Practical Mechanism of
Outsourcing Extreme Learning Machine in Cloud Computing. IEEE
Intelligent Systems, vol. 28, no. 6, 2013.
·
Jiarun Lin, Jianping Yin, Changwang
Zhang, Zhiping Cai, Victor C.M. Leung. A TCP-Friendly AQM Algorithm to Mitigate
Low-rate DDoS Attacks. IEEE HPCC 2013.(extend to International Journal of Autonomous and Adaptive Communications Systems)
·
Zhiping Cai, Zhijun Wang,
Kai Zheng, Jiannong Cao: A Distributed TCAM
Coprocessor Architecture for Integrated Longest Prefix Matching, Policy
Filtering, and Content Filtering. IEEE Trans. Computers 62(3):
417-427 (2013)
·
Nong Xiao, Bin Chen, Zhiping Cai:
A demand-driven virtual disk
prefetch mechanism for seamless mobility of personal computing environments.
The Journal of Supercomputing 63(1): 150-170 (2013)
2012
·
Changwang Zhang, Zhiping Cai, Weifeng
Chen, Xiapu Luo, Jianping Yin: Flow level detection and filtering of low-rate
DDoS. Computer Networks 56(15): 3417-3431 (2012)
·
Pin Lv, Zhiping Cai, Jia Xu, Ming Xu:
Multicast Service-Oriented Virtual Network Embedding in Wireless Mesh Networks.
IEEE Communications Letters 16(3): 375-377 (2012)
·
Qiang Liu, Jianping Yin, Victor C. M.
Leung, Zhiping Cai: ISAR: Improved Situation-Aware Routing Method for Wireless
Mesh Backbones. IEEE Communications Letters 16(9): 1404-1407 (2012)
·
Wentao Zhao, Jun Long, Jianping Yin,
Zhiping Cai, Ge-Ming Xia: Sampling Attack against Active Learning in
Adversarial Environment. MDAI 2012: 222-233
2011
·
Jun Long, Wentao Zhao, Fangzhou Zhu,
Zhiping Cai: Active Learning to Defend Poisoning Attack against Semi-Supervised
Intrusion Detection Classifier. International Journal of Uncertainty, Fuzziness
and Knowledge-Based Systems 19(Supplement-1): 93-106 (2011)
2010
·
Zhiping Cai, Fang Liu, Nong Xiao,
Qiang Liu, Zhiyin Wang. Virtual Network Embedding For Evolving Networks.
GLOBECOM 2010.
·
Zhiping Cai, Zhijun Wang, Kai
Zheng. A Distributed TCAM Coprocessor Architecture for Integrated Policy
Filtering and Content Filtering. IEEE ICC 2010.
·
Kai Zheng, Xin Zhang, Zhiping Cai,
Zhijun Wang, Baohua Yang. Scalable NIDS
via Negative Pattern Matching and Exclusive Matching. INFOCOM 2010: 731-739.
·
Changwang Zhang, Jianping Yin, Zhiping
Cai, Weifeng Chen. RRED: Robust RED Algorithm to Counter Low-rate
Denial-of-Service Attacks. IEEE Communications Letters 14(5): 489-491 (2010)
·
Fangzhou Zhu, Jun Long, Wentao Zhao,
Zhiping Cai: A Misleading Attack against Semi-supervised Learning for Intrusion
Detection. MDAI 2010: 287-298
·
Qiang Liu, Jianping Yin, Zhiping Cai,
Ming Zhu: A Novel Threat Assessment Method for DDoS Early Warning Using Network
Vulnerability Analysis. NSS 2010: 70-74
2009
·
Bin Chen, Nong Xiao, Zhiping Cai,
Zhiying Wang. Virtual Disk Image Reclamation for Software Updates in Virtual
Machine Environments. In Proc. NAS 2009. (Best
Paper Award)
·
Bin Chen, Nong Xiao, Zhiping Cai,
Zhiying Wang. DPM: A Demand-driven Virtual Disk Prefetch Mechanism for Mobile
Personal Computing Environments. In Proc. NPC 2009. (Best Paper Award)
·
Jieren Cheng,
Jianping Yin,
Yun Liu,
Zhiping Cai, Min Li:
DDoS Attack Detection Algorithm Using IP Address Features. Proc. FAW 2009:
207-215.
·
Bin Chen, Nong Xiao, Zhiping Cai,
Changsheng Fu. An On-demand Software Deployment Approach Based on Lightweight
Virtual Disk Images in Grid Environment. In Proc. GCC 2009.
·
Changwang Zhang, Jianping Yin, Zhiping
Cai. RSFB: a Resilient Stochastic Fair Blue algorithm against spoofing DDoS
attacks. In Proc. ISCIT 2009.
·
Jieren Cheng, Jianping Yin, Yun Liu,
Zhiping Cai, Chengkun Wu. DDoS Attack Detection Algorithm Using IP Address
Features Interaction. In Proc. INCOS 2009, pp: 113-118. 2009. (2009
International Conference on Intelligent Networking and Collaborative Systems)
·
Jieren Cheng, Boyun Zhang, Jianping Yin,
Yun Liu, Zhiping Cai. DDoS Attack Detection Algorithm Using Three-State
Partition Based on Flow Interaction. In Proc. SecTech 2009, CCIS 58, pp.
176-184.
·
Jieren Cheng, Jianping Yin, Yun Liu,
Zhiping Cai, ChengKun Wu. Detecting Distributed Denial of Service Attack Based
on Multi-feature Fusion. In Proc. SecTech 2009, CCIS 58, pp. 132-139.
·
Chengkun Wu, Jianping Yin, Zhiping Cai,
En Zhu, Jieren Chen. A Hybrid Parallel Signature Matching Model in Network
Security Applications using SIMD GPU. In Proc. APPT 2009.
·
Chengkun Wu, Jianping Yin, Zhiping Cai.
An Efficient Pre-filtering Mechanism for Parallel Intrusion Detection based on
Many-Core GPU. In Proc. SecTech 2009(Security Technology) Springer
LNCS:191-204.
2005-2008
·
Yongan Wu, Min Li, Zhiping Cai, En Zhu:
A Distributed Algorithm to Approximate Node-Weighted Minimum alpha-Connected
(Theta, k)-Coverage in Dense Sensor Networks. FAW 2008: 221-232.
·
Bin Chen, Nong Xiao, Zhiping Cai,
Zhiying Wang. An Optimized COW Block Device Driver in VMM for Fast, On-demand
Software Deployment. In Proc. EUV 2008. pp:387-392.
·
Fangyong Hou, Dawu Gu, Nong Xiao,
Zhiping Cai. Efficient disk Encryption and verification through trusted nonce.
IEEE Symposium on Computers and Communications, 2008. ISCC 2008.pp:304-309.
·
Zhiping Cai, Jianping Yin, Xianghui Liu,
Fang Liu, Shaohe Lv. Efficiently Monitoring Link Bandwidth in IP Networks. In
Proc. IEEE GLOBECOM 2005. St. Louis, USA, 2005.
·
Zhiping Cai, Wentao Zhao, Jianping
Yin and Xianghui Liu. Using Passive Measuring to Calibrate Active Measuring
Latency. In Proc. ICOIN 2005. Jeju Island, Korea. Lecture Notes in Computer
Science 3391. Springer-Verlag, Berlin Heidelberg, January
2005.
·
Zhiping Cai, Jianping Yin, Xianghui Liu,
Shaohe Lv and Fang Liu. Distributed Active Measuring Link Bandwidth in IP
Networks. In Proc. NPC 2005. Lecture Notes in Computer Science 3779.
Springer-Verlag, Berlin Heidelberg, November 2005.
·
Zhiping Cai, Jianping Yin, Xianghui Liu
and Shaohe Lv. An Approximation Algorithm for Weak Vertex Cover Problem in
Network Management. In Proc. AAIM 2005. Lecture Notes in Computer Science 3521.
June 2005.
·
Zhiping Cai, Jianping Yin, Xianghui Liu,
Shaohe Lv and Fang Liu. Efficiently Monitoring Flow Bandwidth. In Proc. NPC
2005. Lecture Notes in Computer Science 3779. Springer-Verlag, Berlin
Heidelberg,November 2005.
·
Jianping Yin, Zhiping Cai, Wentao Zhao,
and Xianghui Liu. Passive Calibration of Active Measuring Latency. In Proc. ICN
2005. Reiun Island, France. Lecture Notes in Computer Science 3421.
Springer-Verlag, Berlin Heidelberg, April 2005.
·
Xianghui Liu, Jianping Yin, Zhiping Cai.
Analysis on Placement of network monitors, 2005 International Conference on
Computer Networks and Mobile Computing, LNCS 3619. Springer-Verlag, August
2005.
·
Xianghui Liu, Jianping Yin, Zhiping Cai.
Optimizing the Distributed Network Monitoring Model with Bounded Bandwidth and
Delay Constraints by Neural Networks In Proc. ISNN 2005, LNCS 3496,
2005.
·
Xianghui Liu, Jianping Yin, Zhiping Cai,
Xicheng Lu .Optimizing the Distributed Network Monitoring Model with Bounded
Bandwidth and Delay Constraints by Genetic Programming. ICNC'05-FSKD'05,
Springer-Verlag, August 2005.
·
Fang Liu, Yong Chen, Kui Dai, Zhiying
Wang, Zhiping Cai. Research on Risk Probability Estimating using Fuzzy
Clustering for Dynamic Security Assessment, RSFDGrC 2005, LNAI 3642,
Springer-Verlag, August
2005.
·
Shaohe Lv, Jianping Yin, Zhiping Cai.
Towards A New Methodology for Estimating Bandwidth on Network Paths. In Proc.
MMNS 2005, Barcelona, Spain. LNCS. Springer-Verlag, Oct.,2005.
·
Shaohe Lv, Jianping Yin, Zhiping Cai. On
A Novel Methodology for Estimating Available Bandwidth Along Network Paths. In
Proc. International Conference on Computer Intelligence and Security 2005.
LNCS. Dec.
2005.
·
Shaohe Lv, Jianping Yin, Zhiping Cai. On
A Novel Filtering Mechanism for Capacity Estimation. In Proc. AINTEC 2005.
LNCS. Dec.
2005.
·
2004
·
Xianghui Liu, Jianping Yin, Zhiping Cai.
On the analysis of Efficient Monitoring Network Traffic, In Proc. IEEE IPOM
2004, October,
2004.
·
Xianghui Liu, Jianping Yin,
Xicheng Lu, Zhiping Cai. The Analysis of Efficient Monitoring Grid Traffic with
Flow Conservation Equation. In GCC Workshops 2004. Lecture Notes in Computer
Science 3252. Springer-Verlag, Berlin Heidelberg, October,
2004.
Selected Recent Publications （Chinese Journal）
·
蔡志平,刘强,吕品,肖侬,王志英. 虚拟网络映射模型及其优化算法. 软件学报.2012,23(4)： 864-877.
·
蔡志平, 刘芳, 赵文涛, 刘湘辉, 殷建平. IP网络测量部署模型及其优化算法. 软件学报.2008, 19
(02):419-431.
·
蔡志平, 殷建平, 刘湘辉. 延迟约束的分布式演化网络监测模型. 软件学报 , 2006,
17(1):117~123.
·
蔡志平,殷建平,刘湘辉,吕绍和. 网络延迟主动测量数据的被动测量校准方法.电子学报,2005,33(11):9~12.
·
蔡志平,殷建平,刘湘辉,吕绍和. 链路约束的分布式网络监测模型. 计算机研究与发展.2006，43(3):601~606.
·
吕绍和,蔡志平,殷建平. 一种基于应用需求的网络路径可用带宽测量策略. 电子学报. 2006， 34(10):1793~1798.
·
刘湘辉,殷建平,卢锡城,蔡志平,赵建民. 基于原始对偶方法的求解网络流量监测集算法的改进. 软件学报. 2006，17(4): 838~844.
·
龙军,殷建平,祝恩,蔡志平. 选取最大可能预测错误样例的主动学习算法. 计算机研究与发展. 2008,45(3): 472~478.
·
程杰仁、殷建平、刘运、蔡志平、李敏. 基于地址相关度的分布式拒绝服务攻击检测方法. 计算机研究与发展. 2009.
46(8):1334~1340.
·
王珊珊、殷建平、张国敏、蔡志平. 求解无线传感器网络定位问题的线性规划算法. 计算机研究与发展. 2009. 46(5):705~712.
·
陈彬, 肖侬, 蔡志平, 王志英. 基于优化的COW虚拟块设备的虚拟机按需部署机制. 计算机学报. 2009,
23(10):1915~1916.
·
陈彬, 肖侬, 蔡志平, 王志英. 虚拟机环境下软件按需部署中的预取机制研究. 软件学报. 2010, 21(12):3186~3198.
·
刘强，殷建平,蔡志平. 一种基于不确定图的网络漏洞分析方法. 软件学报. 2011,
22(6):1398~1412.
·
张长旺,殷建平,蔡志平,刘新旺,林加润,朱明. 一种抗DDoS攻击的主动队列管理算法. 软件学报.
2011,22(9):2182−2192.
·
刘运,蔡志平,钟平,殷建平,程杰仁. 一种基于条件随机场的DDoS攻击检测方法.软件学报.2011,
22(8):1897-1910.
Reviewer
·
IEEE
Transactions on Networking (ToN)
·
IEEE
Transactions on Parallel and Distributed Systems (TPDS)
·
Computer
Networks
·
Computer
Communications
·
计算机学报
·
软件学报
·
计算机研究与发展
·
电子学报
·
国防科技大学学报
·
计算机工程与科学
Supervised MASc Theses
·
李阳(2014-2017)：SDN网络监测关键技术研究
·
李桐(2013-2016)：面向可穿戴设备的数据匿名化发布技术研究
·
陈海文(2012-2016)：基于财经新闻和历史价格的金融品种价格走势研究
·
方峰（2012-2015）：基于Spark
Streaming的自适应实时DDoS检测与防御技术
·
肇启佳（2012-2015）：结合可视化与机器学习的网络异常检测技术研究
·
王成国(2012-2015)：时间序列分析方法在黄金价格走势预测中的应用研究
·
邓仲元(2012-2014)：
·
喻颖(2012-2014)：面向人才招聘的搜索引擎优化技术研究
·
袁晓(2012-2014)：
·
刘书昊(2012-2014)：安全高效的数据中心网络关键技术研究
·
余松平(2011-2014)：GSM-R信令监测录音系统关键技术的研究与实现
·
魏从源(2011-2014)：网络信息的情感倾向分类技术研究
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