Publication

Journals

• F. Alanazi, J. Kim, and E. Cotilla-Sanchez, "Load Oscillating Attacks of Smart Grids: Vulnerability Analysis," IEEE Access, vol. 11, 2023. 

• T. Hagan, D. Senaratne, R. Meier, E. Cotilla-Sanchez, and J. Kim, "Implementing Power System Protection Algorithms in a Digital Hardware-in-the-Loop Substation", IEEE Open Access Journal of Power and Energy, vol. 10, 2022.

• J. Kim and S. Kibria, "Comments on ""Spatially Common Sparsity based Adaptive Channel Estimation and Feedback for FDD Massive MIMO", IEEE Trans. on Signal Processing, vol. 70, 2022.

• J. Kim, "On Optimality of Deterministic Rules in Adversarial Bayesian Detection", IEEE Signal Processing Letters, vol. 29, pp. 757-761, 2022. Click PDF for a PDF copy of the manuscript.

• S. Kibria, J. Kim, and R. Raich, "Joint Nonlinear Sparse Error Correction for Robust State Estimation", IEEE Trans. on Signal Processing, vol. 69, 2021. Here is a link to a PDF copy of the paper.

• S. De Silva, J. Kim, E. Cotilla-Sanchez, and T. Hagan, "On PMU Data Integrity under GPS Spoofing Attacks: A Sparse Error Correction Framework", IEEE Trans. on Power Systems, vol. 36, no. 6, 2021. Please check the ArXiv version here

• X. Ma, J. Kim, D. Yuan, and H. Liu, “Two-Level Sparse Structure-Based Compressive Sensing Detector for Uplink Spatial Modulation with Massive Connectivity”, IEEE Communications Letters, vol. 23, no. 9, 2019

• Z. You, R. Raich, X. Fern, and J. Kim, "Weakly Supervised Dictionary Learning," IEEE Transactions on Signal Processing, vol. 66, no. 10, 2018

• C. Lassetter, E. Cotilla-Sanchez, and J. Kim, "A Learning Scheme for Microgrid Reconnection," IEEE Trans. on Power Systems, vol.33, no. 1, 2018.

• Jinsub Kim, Lang Tong, and Robert J. Thomas, “Subspace Method for Data Attack on State Estimation: Data-Driven Approach,”IEEE Transactions on Signal Processing, vol. 63, no. 5, 2015.  

• Jinsub Kim, Lang Tong, and Robert J. Thomas, “Data Framing Attack on State Estimation,” IEEE Journal on Selected Areas in Communications, vol. 32, no.7, 2014.  PDF

• Liyan Jia, Jinsub Kim, Robert J. Thomas, and Lang Tong, "Impact of Data Quality on Real-Time Locational Marginal Price," IEEE Transactions on Power Systems, vol. 29, no. 2, 2014. PDF 

• Jinsub Kim and Lang Tong, "On Topology Attack of a Smart Grid: Undetectable Attacks and Countermeasures,” IEEE Journal on Selected Areas in Communications, vol. 31, no. 7, 2013. PDF   

• Jinsub Kim and Lang Tong, “Unsupervised and Nonparametric Detection of Information Flows,” Signal Processing, vol. 92, no. 11, pp. 2577-2593, 2012. Link to the paper

Conference papers

• A. Yan, J. Kim, and R. Raich, "Forensics for Adversarial Machine Learning through Attack Mapping Identification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, 2023.

• D. Senaratne and J. Kim, "Sparse Error Correction for Power Network Parameters", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, 2023.

• A. Lassetter, E. Cotilla-Sanchez, and J. Kim, "Using Critical Slow Down Features to Enhance Performance of Artificial Neural Networks for Time-Domain Power System Data", IEEE 9th International Conference on Smart Energy Grid Engineering, August 2021.

• S. De Silva, J. Kim, E. Cotilla-Sanchez, and T. Hagan, "Mitigation of GPS Spoofing Attacks on PMUs via Multi-Period Sparse Error Correction", IEEE PES General Meeting 2021.

• J. Hollis, J. Kim, and R. Raich, “Adversarial Learning via Probabilistic Proximity Analysis”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.

• S. De Silva, J. Kim, and E. Cotilla-Sanchez, “Data Driven Sparse Error Correction for PMU Measurements under GPS Spoofing Attacks” accepted for presentation at IEEE PES Conference on Innovative Smart Grid Technologies (ISGT), February 2021.

• D. Senaratne, J. Kim, and E. Cotilla-Sanchez, “Spatio-Temporal Frequency Domain Analysis of PMU Data for Unsupervised Event Detection”, accepted for presentation at IEEE PES Conference on Innovative Smart Grid Technologies (ISGT), February 2021.

• S. De Silva, J. Kim, and R. Raich, "Cost Aware Adversarial Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May, 2020.

• J. Hollis, R. Raich, J. Kim, B. Fishbain, and S. Kendler, "Foreground Signature Extraction for an Intimate Mixing Model in Hyperspectral Image Classification", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May, 2020

• D. Senaratne and J. Kim, “Power Network Parameter Correction via Sparse Unsupervised Regression”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May, 2019.

• S. Kibria and J. Kim, “Joint Sparse Recovery: Does Diversifying Sensing Matrices Help?”, IEEE Global Conference on Signal and Information Processing (GlobalSIP), November, 2018. Student Paper Award (Three papers were selected for this award among all submissions with a student author)

• S. De Silva, T. Hagan, J. Kim, and E. Cotilla-Sanchez, “Sparse Error Correction for PMU Data under GPS Spoofing Attacks”, IEEE Global Conference on Signal and Information Processing (GlobalSIP), November, 2018.

• Z. Al-Sulaimawi, J. Kim, and T. Nguyen, “Sequential Game Network (SEGANE) with Application to Online Data Sanitization”, IEEE Global Conference on Signal and Information Processing (GlobalSIP), November, 2018.

• Z. You, R. Raich, X. Fern, and J. Kim, “Weakly Supervised Learning of Multiple-scale Dictionaries”, IEEE Statistical Signal Processing Workshop, Freiburg, Germany, June 2018

• S. De Silva and J. Kim, “Coupled Compressive Sensing: Sequential Reinforcement Approach”, IEEE Statistical Signal Processing Workshop, Freiburg, Germany, June 2018

• C. Lassetter, E. Cotilla-Sanchez, and J. Kim, “Learning Schemes for Power System Planning and Control,” Proc. The 51st Hawaii International Conference on System Sciences (HICSS), Big Island, HI, USA, January 2018. 

• S. De Silva, J. Kim, and R. Raich, “Unsupervised Multiview Learning with Partial Distribution Information,” Proc. IEEE International Workshop on Machine Learning for Signal Processing, Tokyo, Japan, September, 2017.

• S. Kibria, J. Kim, and R. Raich, "Sparse Error Correction with Multiple Measurement Vectors: Observability-Aware Approach," 2017 IEEE ICASSP   

• Z. You, R. Raich, X. Fern, and J. Kim, "Discriminative Recurring Signal Detection and Localization," 2017 IEEE ICASSP

• J. Kim and S. Kibria, "On Identifiability of Sparse Gross Errors in Power System Measurements," 2016 IEEE GlobalSIP

• C. Lassetter, E. Cotilla-Sanchez, and J. Kim, "Load Oscillating Smart Meter Attack," 2016 IEEE GlobalSIP

• Kibria, J. Kim, and R. Raich, "Sparse Error Correction with Multiple Measurement Vectors," Proc. of 2016 IEEE Statistical Signal Processing Workshop

• R. Raich and J. Kim, "On the Eigenvalue Distribution of Column Sub-sampled Semi-unitary Matrices," Proc. of 2016 IEEE Statistical Signal Processing Workshop  

• Z. You, R. Raich, X. Fern, and J. Kim, "Cardinality-constrained Weakly-supervised Convolutive Dictionary Learning," Proc. of 2016 IEEE Statistical Signal Processing Workshop

• Jinsub Kim, Lang Tong, and Robert J. Thomas, "Dynamic Attacks on Power Systems Economic Dispatch," The 48th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 2014. PDF

• Yuting Ji, Jinsub Kim, Robert J. Thomas, and Lang Tong, "Forecasting Real-Time Locational Marginal Price: A State Space Approach," The 47th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 2013.

• Jinsub Kim, Lang Tong, and Robert J. Thomas, "Data Framing Attack on State Estimation with Unknown Network Parameters," The 47th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November, 2013.  PDF

• Jinsub Kim and Lang Tong, "On Phasor Measurement Unit Placement against State and Topology Attacks,” The 4th IEEE International Conference on Smart Grid Communications, Vancouver, Canada, October, 2013

• Jinsub Kim and Lang Tong, “On Topology Attack of a Smart Grid,” IEEE PES Innovative Smart Grid Technologies (ISGT 2013). PDF

• Jinsub Kim and Lang Tong, “Detection of Time-varying Flows in Wireless Networks,” Proc. IEEE Military Communications Conference (MILCOM), San Jose, CA, November 2010.

• Jinsub Kim and Lang Tong, “Detection of Time-varying Directional Flows in Wireless Networks,” Proc. the 48th Allerton Conference on Communication, Control and Computing, Monticello, IL, September 2010.

• Jinsub Kim and Lang Tong, “Timing-based Detection of Packet Forwarding in MANETs,” Proc. The 11th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), June 2010.

• Jinsub Kim, Dan Sterne, Rommie Hardy, Roshan K. Thomas, and Lang Tong, “Timing-based Localization of In-Band Wormhole Tunnels in MANETs,” Proc. the 3rd ACM Conference on Wireless Network Security (WiSec), March 2010.

Book chapters

• Jinsub Kim and Lang Tong, “Against Data Attacks on Smart Grid Operations: Attack Mechanisms and Security Measures,” Cyber Physical Systems Approach to Smart Electric Power Grid, Springer-Verlag, Inc., pp. 359-383, 2015.