师资队伍

师资队伍

莫一林

副教授
智能与网络化系统研究中心(CFINS)


教育背景


2007?年8月–2012年12月, 卡内基梅隆大学,电子与计算机工程, 博士, 导师: Bruno Sinopoli

2003年8月–2007年7月, 清华大学自动化系, 学士


工作履历


2018年8月-至今 清华大学自动化系, 副教授

2015年5月-2018年7月 南洋理工大学, 电子与电气工程学院, 助理教授

2013年7月-2015年4月 加州理工学院, 博士后, 合作导师: Richard M. Murray

2013年4月-2013年6月 卡内基梅隆大学, 博士后, 合作导师: Bruno Sinopoli


学术兼职


1.IEEE 控制系统学会《网络与通信》专业委员会信息安全与隐私工作小组主席

2.IEEE 控制系统学会《智能城市》专业委员会成员

3.Automatica; IEEE TAC, TCST, TSP; SYST CONTROL LETT等控制与信号处理方向重要杂志审稿人


研究领域


1.信息物理系统

2.网络化控制系统


研究概况


1.Industrial Internet of Things, 新加坡科技研究局,参与人, 2017.9-2020.8

2.ACRONIS,新加坡国防部,负责人, 2016.11-2019.11

3.Secure and Privacy Preserving Multi-agent Cooperation,新加坡教育部,负责人, 2017.11-2019.10

4.State estimation for large scale networked control system with unreliable communication,新加坡教育部,负责人, 2015.11-2017.10(已结题)


奖励与荣誉


2015、2016年IEEE Trans. on Automatic Control优秀审稿人


学术成果


期刊论文

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

部分会议论文

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