莫一林，博士學位，清華大學教師。
基本介紹
- 中文名：莫一林
- 國籍：中國
- 學位/學歷：博士
- 職業：教師
- 專業方向：信息物理系統
- 任職院校：清華大學
人物經歷,研究領域,獎勵與榮譽,學術成果,
人物經歷
教育背景
2007年8月–2012年12月, 卡內基梅隆大學，電子與計算機工程, 博士, 導師: Bruno Sinopoli
2003年8月–2007年7月, 清華大學自動化系, 學士
工作履歷
2018年8月-至今 清華大學自動化系, 副教授
2013年7月-2015年4月 加州理工學院, 博士後, 合作導師: Richard M. Murray
2013年4月-2013年6月 卡內基梅隆大學, 博士後, 合作導師: Bruno Sinopoli
學術兼職
1.IEEE 控制系統學會《網路與通信》專業委員會信息安全與隱私工作小組主席
2.IEEE 控制系統學會《智慧型城市》專業委員會成員
3.Automatica; IEEE TAC, TCST, TSP; SYST CONTROL LETT等控制與信號處理方向重要雜誌審稿人
研究領域
1.信息物理系統
2.網路化控制系統
研究概況
1.Industrial Internet of Things, 新加坡科技研究局，參與人， 2017.9-2020.8
2.ACRONIS，新加坡國防部，負責人, 2016.11-2019.11
3.Secure and Privacy Preserving Multi-agent Cooperation，新加坡教育部，負責人, 2017.11-2019.10
4.State estimation for large scale networked control system with unreliable communication，新加坡教育部，負責人, 2015.11-2017.10(已結題)
獎勵與榮譽
2015、2016年IEEE Trans. on Automatic Control優秀審稿人
學術成果
期刊論文
1.Jiazheng Wang, Xiaoqiang Ren, Yilin Mo and Ling Shi, Whittle's Index Policy for Dynamic Multi-channel Allocation for Remote State Estimation, IEEE Transactions on Automatic Control, Conditionall Accepted
2.Duo Han, Yilin Mo and Lihua Xie, Convex Optimization Based State Estimation against Sparse Integrity Attacks, IEEE Transactions on Automatic Control, Accepted
3.Yorie Nakahira and Yilin Mo, Attack-Resilient H2, H-infinity, and L1 State Estimator, IEEE Transactions on Automatic Control, Available Online: 10.1109/TAC.2018.2819686
4.Xiaoqiang Ren and Yilin Mo, Secure Detection: Performance Metric and Sensor Deployment Strategy, IEEE Transactions on Signal Processing, Sep 2018, Volume 66, Issue 17, Pages 4450-4460
5.Xiaoqiang Ren, Jiaqi Yan and Yilin Mo, Binary Hypothesis Testing with Byzantine Sensors: Fundamental Trade-off Between Security and Efficiency, IEEE Transactions on Signal Processing, Mar 2018, Volume 66, Issue 6, Pages 1454-1468
6.Duo Han, Junfeng Wu, Yilin Mo and Lihua Xie, On Stochastic Sensor Network Scheduling for Multiple Processes, IEEE Transactions on Automatic Control, Dec 2017, Volume 62, Issue 12, Pages 6633-6640
7.Liang Xu, Yilin Mo and Lihua Xie, Mean Square Stabilization of Linear Discrete-time Systems over Power Constrained Fading Channels, IEEE Transactions on Automatic Control, Dec 2017, Volume 62, Issue 12, Pages 6505-6512
8.Yilin Mo and Richard M. Murray, Privacy Preserving Average Consensus, IEEE Transactions on Automatic Control, Feb 2017, Volume 62, Issue 2, Pages 753-765
9.Sean Weerakkody, Yilin Mo, Bruno Sinopoli, Duo Han, Ling Shi, Multi-Sensor Scheduling for State Estimation with Event-Based Stochastic Triggers, IEEE Transactions on Automatic Control, Sept 2016, Volume 61, Issue 9, Pages 2695-2701
10.Yilin Mo and Bruno Sinopoli, On the Performance Degradation of Cyber-Physical Systems under Stealthy Integrity Attacks, IEEE Transactions on Automatic Control, Sept 2016, Volume 61, Issue 9, Pages 2618-2624
11.Duo Han, Yilin Mo, Junfeng Wu and Ling Shi, An Opportunistic Sensor Scheduling Solution to Remote State Estimation Over Multiple Channels, IEEE Transactions on Signal Processing, Sept 2016, Volume 64, Issue 18, 4905-4917
12.Duo Han, Yilin Mo, Junfeng Wu, Sean Weerakkody, Bruno Sinopoli and Ling Shi, Stochastic Event-triggered Sensor Schedule for Remote State Estimation, IEEE Transactions on Automatic Control, Oct 2015, Volume 60, Issue 10, Pages 2661-2675
13.Yilin Mo and Bruno Sinopoli, Secure Estimation in the Presence of Integrity Attacks, IEEE Transactions on Automatic Control, Apr 2015, Volume 60, Issue 4, Pages 1145-1151
14.Yilin Mo, Sean Weerakkody and Bruno Sinopoli, Physical Authentication of Control Systems: Designing Watermarked Control Inputs to Detect Counterfeit Sensor Outputs, IEEE Control Systems Magazine, Feb 2015, Volume 35, Issue 1, Pages 93-109
15.Yilin Mo, Rohan Chabukswar and Bruno Sinopoli, Detecting Integrity Attacks on SCADA Systems, IEEE Transactions on Control System Technology, Jul 2014, Volume 22, Issue 4, 1396-1407
16.Kyriakos Vamvoudakis, Jo？o Hespanha, Yilin Mo and Bruno Sinopoli, Detection in Adversarial Environments, IEEE Transactions on Automatic Control, Special Issue on Control of Cyber-Physical Systems, Dec 2014, Volume 59, Issue 12, Special Issue S1, Pages 3209-3223
17.Yilin Mo, Emanuele Garone and Bruno Sinopoli, On Infinite-Horizon Sensor Scheduling, System & Control Letters, May 2014, Volume 67, Pages 65-70,
18.Yilin Mo, Jo？o Hespanha and Bruno Sinopoli, Resilient Detection in the Presence of Integrity Attacks, IEEE Transactions on Signal Processing, Jan 2014, Volume 62, Issue 1, Pages 31-43
19.Qing-Shan Jia, Ling Shi, Yilin Mo and Bruno Sinopoli, On Optimal Partial Broadcasting of Wireless Sensor Networks for Kalman Filtering, IEEE Transactions on Automatic Control, Mar 2012, Volum 57, Issue 3, Pages 715-721
20.Yilin Mo and Bruno Sinopoli, Kalman Filtering with Intermittent Observations: Tail Distribution and Critical Value, IEEE Transactions on Automatic Control, Mar 2012, Volume 57, Issue 3, Pages 677-689
21.Yilin Mo, Tiffany Hyun-Jin Kim, Kenneth Brancik, Dona Dickinson, Heejo Lee, Adrian Perrig and Bruno Sinopoli, Cyber-Physical Security of a Smart Grid Infrastructure, Proceedings of the IEEE, Special Issue on Cyber-Physical Systems, Jan 2012, Volume 100, Issue 1, Pages 195-209
22.Le Xie, Yilin Mo and Bruno Sinopoli, Integrity Data Attacks in Power Market Operations, IEEE Transactions on Smart Grid, Dec 2011, Volume 2, Issue 4, Pages 659-666
23.Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde, Penalized Fisher Discriminant Analysis and Its Application to Image-based Morphometry, Pattern Recognition Letters, Nov 2011, Volume 32, Issue 15, Pages 2128-2135
24.Yilin Mo, Emanuele Garone, Alessandro Casavola and Bruno Sinopoli, Stochastic Sensor Scheduling for Energy Constrained Estimation in Multi-Hop Wireless Sensor Networks, IEEE Transactions on Automatic Control, Oct 2011, Volume 56, Issue 10, Pages 2489-2495
25.Yilin Mo, Roberto Ambrosino and Bruno Sinopoli, Sensor Selection Strategies for State Estimation in Energy Constrained Wireless Sensor Networks, Automatica, July 2011, Volume 47, Issue 7, Pages 1330-1338
26.Ling Shi, Qing-Shan Jia, Yilin Mo and Bruno Sinopoli, Sensor Scheduling over a Packet-Delaying Network, Automatica, May 2011, Volume 47, Issue 5, Pages 1089-1092
部分會議論文
1.Hanxiao Liu, Jiaqi Yan, Yilin Mo and Karl H. Johansson, An On-line Design of Physical Watermarks, IEEE Conference on Decision and Control, Miami, United States, Dec 17-19, 2018
2.Jiaqi Yan, Xiaoqiang Ren and Yilin Mo, Sequential Detection in Adversarial Environment, IEEE Conference on Decision and Control, Melbourne, Australia, Dec 12-15, 2017
3.Xinghua Liu, Yilin Mo and Emanuele Garone, Secure Dynamic State Estimation by Decomposing Kalman Filter, IFAC World Congress, Toulouse, France, Jul 9-14, 2017
4.Yilin Mo and Emanuele Garone, Secure Dynamic State Estimation via Local Estimators, IEEE Conference on Decision and Control, Las Vegas, USA, Dec 12-14, 2016
5.Duo Han, Yilin Mo and Lihua Xie, Convex Optimization Based State Estimation against Sparse Integrity Attacks, Chinese Control Conference, Chengdu, China, Jul 27-29, 2016
6.Liang Xu, Yilin Mo and Lihua Xie, Mean Square Stabilization of Vector LTI Systems over Power Constrained Lossy Channels, American Control Conference, Boston, USA, Jul 6-8, 2016
7.Ye Yuan and Yilin Mo, Security in Cyber-Physical Systems: Controller Design Against Known-Plaintext Attack, IEEE Conference on Decision and Control, Osaka, Dec 15-18, 2015
8.Yorie Nakahira and Yilin Mo, Dyanmic State Estimation in the Presence of Compromised Sensory Data, IEEE Conference on Decision and Control, Osaka, Dec 15-18, 2015
9.Robert Mattila, Yilin Mo and Richard M. Murray, An Iterative Abstraction Algorithm for Reactive Correct-by-Construction Controller Synthesis, IEEE Conference on Decision and Control, Osaka, Dec 15-18, 2015
10.Xiaoming Duan, Jianping He, Peng Cheng, Yilin Mo and Jiming Chen, Privacy Preserving Maximum Consensus, IEEE Conference on Decision and Control, Osaka, Dec 15-18, 2015
11.Yilin Mo and Richard M. Murray, Multi-dimensional state estimation in adversarial environment, Chinese Control Conference, Hangzhou, China, Jul 28-30, 2015
12.Yilin Mo and Richard M. Murray, Privacy Preserving Average Consensus, IEEE Conference on Decision and Control, Los Angeles, Dec 15-17, 2014
13.Sean Weerakkody, Yilin Mo and Bruno Sinopoli, Detecting Integrity Attacks on Control Systems Using Robust Physical Watermarking, IEEE Conference on Decision and Control, Los Angeles, Dec 15-17, 2014
14.Xiaoqiang Ren, Yilin Mo and Ling Shi, Optimal DoS Attack on Bayesian Quickest Change Detection, IEEE Conference on Decision and Control, Los Angeles, Dec 15-17, 2014
15.Sean Weerakkody, Yilin Mo, Bruno Sinopoli, Duo Han and Ling Shi, Multi-Sensor Scheduling for State Estimation with Event-Based, Stochastic Triggers, 4th IFAC Workshop on Distributed Estimation and Control in Networked Systems, Koblenz, Germany, Sep 25-26, 2013
16.Rohan Chabukswar, Yilin Mo and Bruno Sinopoli, Secure Detection Using Binary Sensors, 4th IFAC Workshop on Distributed Estimation and Control in Networked Systems, Koblenz, Germany, Sep 25-26, 2013
17.Xiaofei Liu, Sergio Pequito, Soummya Kar, Yilin Mo, Bruno Sinopoli and A. Pedro Aguiar, Minimum Robust Sensor Placement for Large Scale Linear Time-Invariant Systems: A Structured Systems Approach, 4th IFAC Workshop on Distributed Estimation and Control in Networked Systems, Koblenz, Germany, Sep 25-26, 2013
18.Duo Han, Yilin Mo, Junfeng Wu, Bruno Sinopoli and Ling Shi, Stochastic Event-triggered Sensor Scheduling for Remote State Estimation, IEEE Conference on Decision and Control, Florence, Italy, Dec 10-13, 2013
19.Yilin Mo and Bruno Sinopoli, Robust Estimation in the Presence of Integrity Attacks, IEEE Conference on Decision and Control, Florence, Italy, Dec 10-13, 2013
20.Yilin Mo and Emanuele Garone and Bruno Sinopoli, LQG control with Markovian Packet Loss, European Control Conference, Zurich, Switzerland, Jul 17-19, 2013
21.Yilin Mo, Emanuele Garone, Ling Shi and Bruno Sinopoli, Infinite-Horizon Sensor Scheduling for Estimation over Lossy Networks, IEEE Conference on Decision and Control, Maui, USA, Dec 10-13, 2012
22.Yilin Mo, Emanuele Garone, Alessandro Casavola and Bruno Sinopoli, Stochastic Sensor Scheduling in Wireless Sensor Networks with General Graph Topology, American Control Conference, Maui, USA, Dec 10-13, 2012
23.Yilin Mo, Jo？o Hespanha and Bruno Sinopoli, Robust Detection in the Presence of Integrity Attacks, American Control Conference, Montreal, Canada, Jun 27-29, 2012
24.Yilin Mo and Bruno Sinopoli, Integrity Attacks on Cyber-Physical Systems, Conference on High Confidence Networked Systems, CPS Week, Beijing, China, Apr 17-19, 2012
25.Yilin Mo and Bruno Sinopoli, Kalman Filtering with Intermittent Observations: Critical Value for Second Order System, IFAC World Congress, Milan, Italy, Aug 28-Sep 2, 2011
26.Rohan Chabukswar, Yilin Mo, and Bruno Sinopoli, Detecting Integrity Attacks on SCADA Systems, IFAC World Congress, Milan, Italy, Aug 28-Sep 2, 2011
27.Yilin Mo and Bruno Sinopoli, Secure Data Transmission Protocol in Multi-Hop Sensor Networks, Workshop on Foundations of Dependable and Secure Cyber-Physical Systems, CPS Week, Chicago, USA, Apr 11-14, 2011
28.Wei Wang and Yilin Mo and John A. Ozolek and Gustavo K. Rohde, CHARACTERIZING MORPHOLOGY DIFFERENCES FROM IMAGE DATA USING A MODIFIED FISHER CRITERION, 8th Ieee International Symposium on Biomedical Imaging, Chicago, USA, Mar 30-Apr 2, 2011
29.Yilin Mo, Emanuele Garone, Alessandro Casavola, and Bruno Sinopoli, Sensor Scheduling for Energy Constrained Estimation in Multi-Hop Wireless Sensor Networks, IEEE Conference on Decision and Control, Atlanta, USA, Dec 15-17, 2010
30.Yilin Mo, Emanuele Garone, Alessandro Casavola, and Bruno Sinopoli, False Data Injection Attacks against State Estimation in Wireless Sensor Networks, IEEE Conference on Decision and Control, Atlanta, USA, Dec 15-17, 2010
31.Yilin Mo and Bruno Sinopoli, Communication Complexity and Energy Efficient Consensus Algorithm, IFAC Workshop on Distributed Estimation and Control in Networked Systems, Annecy, France, Sep 13-14, 2010
32.Le Xie, Yilin Mo, and Bruno Sinopoli, False Data Injection Attacks in Electricity Markets, IEEE International Conference on Smart Grid Communications, Gaithersburgh, USA, Oct 4-6, 2010
33.Yilin Mo and Bruno Sinopoli, False Data Injection Attacks in Control Systems, First Workshop on Secure Control Systems, CPS Week, Stockholm, Sweden, Apr 13-14, 2010
34.Yilin Mo and Bruno Sinopoli, Secure Control Against Replay Attacks, Allerton Conference on Communication, Control, and Computing, Monticello, USA, Sep 30-Oct 2 2009
35.Yilin Mo, Roberto Ambrosino, and Bruno Sinopoli, A Convex Optimization Approach of Multi-Step Sensor Selection under Correlated Noise, Allerton Conference on Communication, Control, and Computing, Monticello, USA, Sep 30-Oct 2009
36.Yilin Mo, Roberto Ambrosino, and Bruno Sinopoli, Network Energy Minimization via Sensor Selection and Topology Control, IFAC Workshop on Distributed Estimation and Control in Networked Systems, Venice, Italy, Sep 24-26, 2009
37.Yilin Mo and Ling Shi and Roberto Ambrosino and Bruno Sinopoli, Network Lifetime Maximization via Sensor Selection, 7th Asian Control Conference, Hong Kong, China, Aug 27-29, 2009
38.Yilin Mo and Bruno Sinopoli, A Characterization Of The Critical Value For Kalman Filtering With Intermittent Observations, IEEE Conference on Decision and Control, Cancun, Mexico, Dec 9-11, 2008
