个人简介
1966年9月出生于浙江省，1992年硕士毕业于清华大学计算机系，获工学硕士学位后留校任教，2003年获得清华大学工学博士学位。1994至1999年担任清华大学网络中心/CERNET网络中心运行室主任，1999年公派赴美，在George Mason大学作访问教授，并于2000年6在贝尔实验室担任访问研究员一年。现为清华大学网络科学与网络空间研究院党委副书记、长聘教授、博士生导师、研究院学术委员会副主任、网络管理和测量技术实验室主任、清华大学信息化技术中心副主任、计算机学科学位分委员会委员。
教育背景
工学博士 (计算机系统结构), 清华大学, 中国, 2003
工学硕士 (计算机系统结构), 清华大学, 中国, 1992
工学学士 (计算机应用), 北京工商大学, 中国, 1989
奖励与荣誉
作为骨干人员参加的科研项目获奖情况如下：
中国通信学会科技进步奖，二等，面向云计算和互联网业务的IPv6商用部署技术研发及大规模应用，和阿里联合申报，本人排名第4（清华排名第1），2019年11月
The Okawa Foundation Research Grant(日本大川基金研究奖)，On the Research of Efficient Malicious Domain Detection System, 2019年10月
基于形式化方法的互联网协议测试关键技术及其应用，中国电子学会技术发明一等奖，2016年12月
中国下一代互联网示范工程CNGI示范网络核心网CNGI-CERNET2/6IX，教育部科技进步一等奖，2007年1月
高性能宽带信息网(3TNet)关键技术，上海市科技进步一等奖，2007年12月
下一代互联网发展战略研究，国家发改委机关优秀研究成果奖三等奖，2004年4月
计算机信息网络及其应用关键技术研究，2001中国高校科技进步一等奖
中国教育和科研计算机网CERNET示范工程项目，1996年国家教委科技进步一等奖
北京商品交易所计算机交易系统，1996年电子部科技进步二等奖，并获得1994年全国十大电子成果称号
COSA国产系统软件平台，1996年电子部八五科技攻关重大成果奖和科技进步特等奖
近期论文
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学术专著（著作）出版情况
杨家海，任宪坤，王佩瑜，网络管理原理与实现技术，清华大学出版社，2000年，北京
杨家海，吴建平，安常青，互联网络测量理论与应用，人民邮电出版社，2009年10月，北京
杨家海，安常青，网络空间安全—拒绝服务攻击检测与防御，人民邮电出版社，2019年1月，北京
杨家海，何林，李城龙，网络空间测绘—原理、技术与应用，人民邮电出版社，2023年3月，北京
论文发表情况
Guanglei Song, Jiahai Yang, Lin He, Zhiliang Wang, Guo Li, Chenxin Duan, and Yaozhong Liu, Zhongxiang Sun, AddrMiner: A Comprehensive Global Active IPv6 Address Discovery System, 2022 USENIX Annual Technical Conference, Jul. 11–13, 2022, Carlsbad, CA, USA.
Guanglei Song, Jiahai Yang, Zhiliang Wang, Lin He, Jinlei Lin, Long Pan, Chenxin Duan, Xiaowen Quan. DET: Enabling Efficient Probing of IPv6 Active Addresses. IEEE/ACM Transactions on Networking. 2022.
Xin Cheng, Zhiliang Wang, Shize Zhang, Xin He, Jiahai Yang, IntStream: Towards Flexible, Expressive and Scalable Network Telemetry, IEEE Transactions on Network and Service Management, p 1-11, 2022, DOI: 10.1109/TNSM.2022.3178841
Songyun Wu, Bo Wang, Zhiliang Wang, Shuhan Fan, Jiahai Yang, Joint prediction on security event and time interval through deep learning, Computers & Security, v 117, June 2022.
Qing Li, Yichao Wu, Jingpu Duan, Jiahai Yang, et al, Weighted NSFIB Aggregation with Generalized Next Hop of Strict Partial Order, IEEE Transactions on Network and Service Management (TNSM), v 19, n 2, p 890-904, June 1, 2022.
Chenxin Duan, Hao Gao, Guanglei Song, Jiahai Yang, Zhiliang Wang, ByteIoT: a Practical IoT Device Identification System based on Packet Length Distribution, IEEE Transactions on Network and Service Management (TNSM), v 19, n 2, p 1717- 1728, June 1, 2022
Wenqi Chen, Zhiliang Wang, Dongqi Han, Chenxin Duan, Xia Yin, Jiahai Yang, Xingang Shi, Han Zhang. ROV-MI: Large-Scale, Accurate and Efficient Measurement of ROV Deployment. NDSS 2022.
Linna Fan, Lin He, Yichao Wu, Shize Zhang, Zhiliang Wang, Jia Li, Jiahai Yang, Chaocan Xiang and Xiaoqian Ma, AutoIoT: Automatically Updated IoT Identification with Semi-supervised Learning, IEEE Transactions on Mobile Computing, p 1-20, 2022 (DOI 10.1109/TMC.2022.3183118)
Dongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong, Su Wang, Han Zhang, Jiahai Yang, Xingang Shi, Xia Yin. DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications. ACM Conference on Computer and Communications Security (CCS 2021).
Dongqi Han, Zhiliang Wang, Ying Zhong, Wenqi Chen, Jiahai Yang, Shuqiang Lu, Xingang Shi, and Xia Yin. Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors. IEEE Journal on Selected Areas in Communications. 2021, 39(8): 2632-2647.
Shize Zhang, Zhiliang Wang, Jiahai Yang, MineHunter: A Practical Cryptomining Traffic Detection Algorithm Based on Time Series Tracking, the 2021 Annual Computer Security Applications Conference (ACSAC 2021), Dec. 6-10, 2021.
Shize Zhang, Yunfeng Zhao, Jianyuan Lu, Biao Lyu, Shunmin Zhu, Zhiliang Wang, Jiahai Yang, et al, CloudPin: A Root Cause Localization Framework of Shared Bandwidth Package Traffic Anomalies in Public Cloud Networks, The 32nd International Symposium on Software Reliability Engineering (ISSRE 2021)，Oct 25 - 28, 2021.
Xiaoli Zhang, Qi Li, Zeyu Zhang, Jianping Wu, Jiahai Yang, vSFC: Generic and Agile Verification of Service Function Chains in the Cloud, IEEE/ACM Transactions on Networking, Vol.29, No.1, Feb. 2021, pp 78-91.
Lin He, Gang Ren, Ying Liu, Jiahai Yang, PAVI: Bootstrapping Accountability and Privacy to IPv6 Internet, IEEE/ACM Transactions on Networking, Vol 29, No. 2, April 2021, pp 695-708.
Lin He, Peng Kuang, Ying Liu, Gang Ren, Jiahai Yang, Towards securing Duplicate Address Detection using P4, Computer Networks, Vol. 198, 24 Oct. 2021, 108323
Chenxi Li, Jia Li, Jiahai Yang, Jinlei Lin, A novel workload scheduling framework for intrusion detection system in NFV scenario, Computers and Security, v 106, July 2021 (https://doi.org/10.1016/j.cose.2021.102271)
Bo Wang, Fengyuan Ren, Jiahai Yang, Chao Zhou, Improving the Performance of Online Bitrate Adaptation with Multi-step Prediction over Cellular Networks, IEEE Transactions on Mobile Computing, vol. 20, no. 1, pp. 174-187, 1 Jan. 2021.
Ying Tian, Zhiliang Wang, Xia Yin, Xingang Shi, Yingya Guo, Haijun Geng, Jiahai Yang. Traffic Engineering in Partially Deployed Segment Routing over IPv6 Network with Deep Reinforcement Learning. IEEE/ACM Transactions on Networking. 2020, 28(4): 1573-1586.
Xiaoqing Sun, Zhiliang Wang, Jiahai Yang, Xinran Liu. Deepdom: Malicious domain detection with scalable and heterogeneous graph convolutional networks. Computers & Security. 2020, 99: 102057.
Ying Zhong, Wenqi Chen, Zhiliang Wang, Yifan Chen, Kai Wang, Yahui Li, Xia Yin, Xingang Shi, Jiahai Yang, and Keqin Li. HELAD: A Novel Network Anomaly Detection Model Based on Heterogeneous Ensemble Learning. Computer Networks. 2020, 169: 107049.
Hui Yu, Jiahai Yang, Carol Fung, Fine-grained Cloud Resource Provisioning for Virtual Network Function, IEEE Transactions on Network and Service Management， v 17, n 3, p 1363-1376, Sep. 2020
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