NSoE Project Publications

Project Title: Automation of anomaly generators; Digital twinning of water and power testbeds
PI: Prof Aditya Mathur, SUTD
Co-PI: Prof Zhou Jianying, SUTD

  1. Herman Wijaya, Mauricio Aniche, Aditya Mathur, “Domain-Based Fuzzing for Supervised Learning of Anomaly Detection in Cyber Physical Systems”, The 1st International Workshop on Engineering and Cybersecurity of Critical Systems (EnCyCriS) 2020. (accepted)
  2. Salimah Liyakkathali, Francisco Furtado, Gayathri Sugarmar, Aditya Mathur, “Validating Anomaly Detection Mechanisms in Industrial Control Systems”, Thirteenth International Tools and Methods of Competitive Engineering Symposium (TMCE) 2020. (accepted)
  3. Gauthama Raman MR, Nivethitha Somu, Aditya P Mathur, “A Multilayer Perceptron Model for Anomaly Detection in Water Treatment Plants”, International Journal of Critical Infrastructure Protection (2020), doi: https://doi.org/10.1016/j.ijcip.2020.100393.
  4. Gayathri Sugumar, B. S. Salimah Liyakkathali, Aditya Mathur, “Attacklets to Test Anomaly Detectors for Critical Infrastructure”,  3rd International Workshop on Artificial Intelligence and Industrial Internet-of-Things Security (AIoTS), June 2021 (accepted)
  5. Madhumitha Balaji, Siddhant Shrivastava, Sridhar Adepu and Aditya Mathur, “Super Detector: An Ensemble Approach for Anomaly Detection in Industrial Control Systems”, The 16th International Conference on Critical Information Infrastructures Security (CRITIS2021), Sep 2021 (accepted)


Project Title: Scalable Hybrid Honeypot Infrastructure for IoT Threat Intelligence and Response
PI: Prof Zhou Jianying, SUTD

  1. Yan Lin Aung, Hui Hui Tiang, Herman Wijaya, Martin Ochoa, and Jianying Zhou, “Scalable VPN-forwarded Honeypots: Dataset and Threat Intelligence Insights”, Sixth annual Industrial Control System Security Workshop  (ICSS 2020), Dec 2020.
  2. Chuadhry Mujeeb Ahmed, Jianying Zhou, “Bank Of Models: Sensor Attack Detection and Isolation in Industrial Control Systems”, The 16th International Conference on Critical Information Infrastructures Security (CRITIS2021), Sep 2021.


Project Title: A two-track approach to CPS Reconnaissance: causal-graphs and axiomatic design
PI: Assoc Prof Arlindo Silva, SUTD
Co-PIs: Dr Christopher Poskitt, SMU; Dr Venkata Palleti, IIPE 

  1. Cheah Huei Yoong, Venkata Reddy Palleti, Arlindo Silva, and Christopher M. Poskitt, “Towards Systematically Deriving Defence Mechanisms from Functional Requirements of Cyber-Physical Systems”, 6th ACM Cyber-Physical System Security Workshop (CPSS 2020). (accepted)
  2. Cheah Huei Yoong, Venkata Reddy Palleti, Rajib Ranjan Maiti, Arlindo Silva, and Christopher M. Poskitt, “Deriving invariant checkers for critical infrastructure using axiomatic design principles”, Cybersecurity (2021). (accepted)


Project Title: Design and reinforcement security on smart grids against cyber-physical attack
PI: Assoc Prof Yuen Chau, SUTD 
Co-PIs: Assoc. Prof. Tay Wee Peng, NTU; Assoc. Prof. Roland Bouffanais, SUTD; Prof. Dusit Niyato, NTU; Asst. Prof. Christopher Lee, NTU; Dr. Koh Leong Hai, NTU

  1. Mohammadreza Chamanbaz and Roland Bouanais, “A Sequential Algorithm for Sampled Mixed-integer Optimization Problems”, 21st IFAC World Congress 2020. (accepted)


Project Title: FBI – Featherlight Blockchain for IoT
PI: Asst Prof Dinh Tien Tuan Anh, SUTD 
Co-PI: Prof. Yuval Elovici, SUTD

  1. Daniël Reijsbergen and Tien Tuan Anh Dinh, “On Exploiting Transaction Concurrency To Speed Up Blockchains”, 40th IEEE International Conference on Distributed Computing Systems 2020. (accepted)


Project Title: Towards Practical Attestation Solutions for Countering Advanced Attacks to Industrial Control Systems
PI: Assoc. Prof. Binbin Chen, SUTD 
Co-PI: Assoc. Prof. Sun Jun, SMU; Prof. Zbigniew Kalbarczyk, ADSC

  1. Yuqi Chen, Bohan Xuan, Christopher M. Poskitt, Jun Sun, Fan Zhang, “Active Fuzzing for Testing and Securing Cyber-Physical Systems“, ISSTA’20 (29th ACM SIGSOFT International Symposium on Software Testing and Analysis)
  2. Yuqi Chen, Christopher M. Poskitt, Jun Sun, “Code Integrity Attestation for PLCs Using Black Box Neural Network Predictions”, ESEC/FSE’21 (29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software)
  3. Heng Chuan Tan, Vyshnavi Mohanraj, Binbin Chen, Daisuke Mashima, Shing Kham Shing Nan, Aobo Yang, “An IEC 61850 MMS Traffic Parser for Customizable and Efficient Intrusion Detection”, IEEE SmartGridComm 2021
    • https://github.com/smartgridadsc/MMS-protocol-parser-for-Zeek-IDS
    • https://github.com/smartgridadsc/mms-custom-event-generator


Project Title: Automated Incident Response and Recovery in ICS
PI: Prof Zhou Jianying, SUTD 

  1. John H. Castellanos, Martin Ochoa, Alvaro Cardenas, Owen Arden, Jianying Zhou, “AttkFinder: Discovering Attack Vectors in PLC Programs using Information Flow Analysis”, The 24th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2021), Oct 2021