Detecting Zero-Day Attacks in Digital Substations via In-Context Learning. - Manzoor, Faizan; Khattar, Vanshaj; Herath, Akila; Black, Clifton; Nielsen, Matthew C.; Hong, Junho; Liu, Chen-Ching; Jin, Ming (CoRR, 2025)

Microgrid Service Restoration Incorporating Unmonitored Automatic Voltage Controllers and Net Metered Loads. - Jain, Akshay Kumar; Liu, Chen-Ching; Bharati, Alok Kumar; Schneider, Kevin P.; Tuffner, Francis K.; Ton, Dan (IEEE Trans. Smart Grid, 2024)

Substation Cyberattack Detection and Mitigation in a High-Noise Environment. - Amini, Hossein; Mehrizi-Sani, Ali; Liu, Chen-Ching (2024)

Mitigating False Data Injection Attacks on Inverter Set Points in a 100% Inverter-Based Microgrid. - Beikbabaei, Milad; Montano, Mario; Mehrizi-Sani, Ali; Liu, Chen-Ching (2024)

Simulation and Analysis of Cyber Attacks on Power and Energy Systems. - Ruttle, Zachary A.; Somda, Baza; Liu, Chen-Ching; Jin, Ming (2024)

Zero-day Attack Detection in Digital Substations using In-Context Learning. - Manzoor, Faizan; Khattar, Vanshaj; Liu, Chen-Ching; Jin, Ming (2024)

Defense against Joint Poison and Evasion Attacks: A Case Study of DERMS. - Abdeen, Zain ul; Roy, Padmaksha; Al-Tawaha, Ahmad; Jia, Rouxi; Freeman, Laura J.; Beling, Peter A.; Liu, Chen-Ching; Sangiovanni-Vincentelli, Alberto L.; Jin, Ming (CoRR, 2024)

Machine Learning Based Cyber System Restoration for IEC 61850 Based Digital Substations. - Park, Kuchan; Girdhar, Mansi; Hong, Junho; Su, Wencong; Herath, Akila; Liu, Chen-Ching (CoRR, 2024)

SDN-Based Smart Cyber Switching (SCS) for Cyber Restoration of a Digital Substation. - Girdhar, Mansi; Park, Kuchan; Su, Wencong; Hong, Junho; Herath, Akila; Liu, Chen-Ching (CoRR, 2024)

Machine Learning-based Intrusion Detection for Smart Grid Computing: A Survey. - Sahani, Nitasha; Zhu, Ruoxi; Cho, Jin-Hee; Liu, Chen-Ching (ACM Trans. Cyber Phys. Syst., 2023)

An Efficient Cryptographic Scheme for Securing Time-Sensitive Microgrid Communications Under Key Leakage and Dishonest Insiders. - Wang, Jingyu; Appiah-Kubi, Jennifer; Lee, Lung-An; Shi, Dongyuan; Zou, Deqing; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2023)

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes. - Jalali, Mana; Singh, Manish Kumar; Kekatos, Vassilis; Giannakis, Georgios B.; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2023)

Graph-Theoretic Partitioning for Differential Zone Protection in an Islanded Microgrid. - Alsaeidi, Fahad; Liu, Chen-Ching; Lee, Lung-An (2023)

Demand Estimation of Net Metered Loads for Microgrid Restoration. - Jain, Akshay Kumar; Liu, Chen-Ching; Schneider, Kevin P.; Tuffner, Francis K.; Ton, Dan (2023)

SDN-Based Dynamic Cybersecurity Framework of IEC-61850 Communications in Smart Grid. - Girdhar, Mansi; Hong, Junho; Su, Wencong; Herath, Akila; Liu, Chen-Ching (CoRR, 2023)

Detection of Falsified Commands on a DER Management System. - Jain, Akshay Kumar; Sahani, Nitasha; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2022)

Erratum to "Resilience-Motivated Distribution System Restoration Considering Electricity-Water-Gas Interdependency". - Li, Jiaxu; Xu, Yin; Wang, Ying; Li, Meng; He, Jinghan; Liu, Chen-Ching; Schneider, Kevin P. (IEEE Trans. Smart Grid, 2022)

Resilience-Motivated Distribution System Restoration Considering Electricity-Water-Gas Interdependency. - Li, Jiaxu; Xu, Yin; Wang, Ying; Li, Meng; He, Jinghan; Liu, Chen-Ching; Schneider, Kevin P. (CoRR, 2022)

Intrusion Detection Against MMS-Based Measurement Attacks at Digital Substations. - Zhu, Ruoxi; Liu, Chen-Ching; Hong, Junho; Wang, Jiankang (IEEE Access, 2021)

Integrated Outage Management With Feeder Restoration for Distribution Systems With DERs. - Qi, Chensen; Liu, Chen-Ching (IEEE Access, 2021)

Intrusion Detection for Cybersecurity of Smart Meters. - Sun, Chih-Che; Sebastian, D. Jonathan; Hahn, Adam; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2021)

Privacy-Preserving Hierarchical State Estimation in Untrustworthy Cloud Environments. - Wang, Jingyu; Shi, Dongyuan; Chen, Jinfu; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2021)

Resilience-Motivated Distribution System Restoration Considering Electricity-Water-Gas Interdependency. - Li, Jiaxu; Xu, Yin; Wang, Ying; Li, Meng; He, Jinghan; Liu, Chen-Ching; Schneider, Kevin P. (IEEE Trans. Smart Grid, 2021)

Cyber System Recovery for IEC 61850 Substations. - Zhu, Ruoxi; Hong, Junho; Liu, Chen-Ching; Wang, Jiankang (2021)

Decentralized Correlation and Mitigation of Cyberattacks on Distribution Systems. - Appiah-Kubi, Jennifer; Liu, Chen-Ching (2021)

Bilateral Market for Distribution-level Coordination of Flexible Resources using Volttron. - Ostadijafari, Mohammad; Bedoya, Juan Carlos; Dubey, Anamika; Liu, Chen-Ching (CoRR, 2021)

Assessing Cyber-Physical Risks of IoT-Based Energy Devices in Grid Operations. - Sebastian, D. Jonathan; Hahn, Adam; Liu, Chen-Ching (IEEE Access, 2020)

A Two-Layer Distributed Cooperative Control Method for Islanded Networked Microgrid Systems. - Wu, Xiaoyu; Xu, Yin; Wu, Xiangyu; He, Jinghan; Guerrero, Josep M.; Liu, Chen-Ching; Schneider, Kevin P.; Ton, Dan T. (IEEE Trans. Smart Grid, 2020)

Optimal Capacity and Placement of Microgrids for Resiliency Enhancement of Distribution Networks Under Extreme Weather Events. - Borghei, Moein; Ghassemi, Mona; Liu, Chen-Ching (2020)

Online Voltage Stability Monitoring and Control Using Limited Synchrophasor Measurements. - Zhu, Ruoxi; Liu, Chen-Ching (2020)

Moving horizon-based optimal scheduling of EV charging: A power system-cognizant approach. - Sahani, Nitasha; Singh, Manish Kumar; Liu, Chen-Ching (CoRR, 2020)

Resiliency of Distribution Systems Incorporating Asynchronous Information for System Restoration. - Bedoya, Juan C.; Xie, Jing; Wang, Yubo; Zhang, Xi; Liu, Chen-Ching (IEEE Access, 2019)

Intelligent Electronic Devices With Collaborative Intrusion Detection Systems. - Hong, Junho; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2019)

DGs for Service Restoration to Critical Loads in a Secondary Network. - Xu, Yin; Liu, Chen-Ching; Wang, Zhiwen; Mo, Kefei; Schneider, Kevin P.; Tuffner, Francis K.; Ton, Dan T. (IEEE Trans. Smart Grid, 2019)

Risk-Limiting Load Restoration for Resilience Enhancement With Intermittent Energy Resources. - Wang, Zhiwen; Shen, Chen; Xu, Yin; Liu, Feng; Wu, Xiangyu; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2019)

Coordinating Multiple Sources for Service Restoration to Enhance Resilience of Distribution Systems. - Wang, Ying; Xu, Yin; He, Jinghan; Liu, Chen-Ching; Schneider, Kevin P.; Hong, Mingguo; Ton, Dan T. (IEEE Trans. Smart Grid, 2019)

Bilateral Electricity Market in a Distribution System Environment. - Bedoya, Juan Carlos; Liu, Chen-Ching; Krishnamoorthy, Gayathri; Dubey, Anamika (IEEE Trans. Smart Grid, 2019)

A QCQP and SDP Formulation of the Optimal Power Flow Including Renewable Energy Resources. - Bedoya, Juan Carlos; Abdelhadi, Ahmed; Liu, Chen-Ching; Dubey, Anamika (2019)

Enforcing Radiality Constraints for DER-Aided Power Distribution Grid Reconfiguration. - Singh, Manish Kumar; Kekatos, Vassilis; Taheri, Sina; Schneider, Kevin P.; Liu, Chen-Ching (CoRR, 2019)

Microgrids for Service Restoration to Critical Load in a Resilient Distribution System. - Xu, Yin; Liu, Chen-Ching; Schneider, Kevin P.; Tuffner, Francis K.; Ton, Dan T. (IEEE Trans. Smart Grid, 2018)

Modeling of Intrusion and Defense for Assessment of Cyber Security at Power Substations. - Chen, Ying; Hong, Junho; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2018)

Enabling Resiliency Operations Across Multiple Microgrids With Grid Friendly Appliance Controllers. - Schneider, Kevin P.; Tuffner, Francis K.; Elizondo, Marcelo A.; Liu, Chen-Ching; Xu, Yin; Backhaus, Scott; Ton, Dan (IEEE Trans. Smart Grid, 2018)

Cyber Security Risk Assessment of Solar PV Units with Reactive Power Capability. - Teymouri, Armin; Mehrizi-Sani, Ali; Liu, Chen-Ching (2018)

Cyberattack to Cyber-Physical Model of Wind Farm SCADA. - Zabetian-Hosseini, Asal; Mehrizi-Sani, Ali; Liu, Chen-Ching (2018)

Evaluating the Feasibility to Use Microgrids as a Resiliency Resource. - Schneider, Kevin P.; Tuffner, Francis K.; Elizondo, Marcelo A.; Liu, Chen-Ching; Xu, Yin; Ton, Dan T. (IEEE Trans. Smart Grid, 2017)

Voltage control strategy in distribution system with energy storage and distributed generations. - Zhang, Yue; Xu, Yin; Srivastava, Anurag K.; Liu, Chen-Ching (2017)

Smart contract-based campus demonstration of decentralized transactive energy auctions. - Hahn, Adam; Singh, Rajveer; Liu, Chen-Ching; Chen, Sijie (2017)

Optimal transmission line switching incorporating dynamic line ratings. - Zhang, Shang; Liu, Chen-Ching; Gu, Xueping; Wang, Tao (2017)

Risk-limiting Load Restoration for Resilience Enhancement with Intermittent Energy Resources. - Wang, Zhiwen; Shen, Chen; Xu, Yin; Liu, Feng; Wu, Xiangyu; Liu, Chen-Ching (CoRR, 2017)

Cybersecurity for distributed energy resources and smart inverters. - Qi, Junjian; Hahn, Adam; Lu, Xiaonan; Wang, Jianhui; Liu, Chen-Ching (IET Cyper-Phys. Syst.: Theory & Appl., 2016)

Resilience-Oriented Critical Load Restoration Using Microgrids in Distribution Systems. - Gao, Haixiang; Chen, Ying; Xu, Yin; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2016)

Reliability assessment of distribution systems incorporating feeder restoration actions. - D'Agostino, Fabio; Silvestro, Federico; Schneider, Kevin P.; Liu, Chen-Ching; Xu, Yin; Ton, Dan T. (2016)

A coordinated cyber attack detection system (CCADS) for multiple substations. - Sun, Chih-Che; Hong, Junho; Liu, Chen-Ching (2016)

Reliability analysis of distribution systems considering service restoration. - Xu, Yin; Liu, Chen-Ching; Gao, Haixiang (2015)

A co-simulation environment for integrated cyber and power systems. - Sun, Chih-Che; Hong, Junho; Liu, Chen-Ching (2015)

Integrated Anomaly Detection for Cyber Security of the Substations. - Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran (IEEE Trans. Smart Grid, 2014)

Detection of cyber intrusions using network-based multicast messages for substation automation. - Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran (2014)

Cooperative Location Management for a Cellular Network with Ad Hoc Communication. - Ferng, Huei-Wen; Liu, Chen-Ching; Wang, Xian (Wirel. Pers. Commun., 2013)

Impact of LVRT capability of wind turbines on distance protection of AC grids. - He, Lina; Liu, Chen-Ching (2013)

Evasion-resistant malware signature based on profiling kernel data structure objects. - Shosha, Ahmed F.; Liu, Chen-Ching; Gladyshev, Pavel; Matten, Marcus (2012)

Towards Automated Malware Behavioral Analysis and Profiling for Digital Forensic Investigation Purposes. - Shosha, Ahmed F.; James, Joshua I.; Hannaway, Alan; Liu, Chen-Ching; Gladyshev, Pavel (2012)

Cyber-power system security in a smart grid environment. - Stefanov, Alexandru; Liu, Chen-Ching (2012)

ICT modeling for integrated simulation of cyber-physical power systems. - Stefanov, Alexandru; Liu, Chen-Ching (2012)

Towards Automated Forensic Event Reconstruction of Malicious Code (Poster Abstract). - Shosha, Ahmed F.; James, Joshua; Liu, Chen-Ching; Gladyshev, Pavel (2012)

AI in Power Systems and Energy Markets. - Ramos, Carlos; Liu, Chen-Ching (IEEE Intell. Syst., 2011)

Anomaly Detection for Cybersecurity of the Substations. - Ten, Chee-Wooi; Hong, Junho; Liu, Chen-Ching (IEEE Trans. Smart Grid, 2011)

Controlled Partitioning of a Power Network Considering Real and Reactive Power Balance. - Li, Juan; Liu, Chen-Ching; Schneider, Kevin P. (IEEE Trans. Smart Grid, 2010)

Cybersecurity for Critical Infrastructures: Attack and Defense Modeling. - Ten, Chee-Wooi; Manimaran, Govindarasu; Liu, Chen-Ching (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Economic and technical criteria for designing future off-shore HVDC grids. - Bell, Keith; Cirio, Diego; Denis, Anne Marie; He, Lina; Liu, Chen-Ching; Migliavacca, Gianluigi; Moreira, Carlos L.; Panciatici, Patrick (2010)

PENET: A practical method and tool for integrated modeling of security attacks and countermeasures. - Pudar, Srdjan; Manimaran, G.; Liu, Chen-Ching (Comput. Secur., 2009)

Cyber-vulnerability of power grid monitoring and control systems. - Ten, Chee-Wooi; Liu, Chen-Ching; Govindarasu, Manimaran (2008)

Optimization of ancillary services for system security: Sequential vs. simultaneous LMP calculation. - Khaitan, Siddhartha Kumar; Li, Yuan; Liu, Chen-Ching (2008)

Anomaly extraction and correlations for power infrastructure cyber systems. - Ten, Chee-Wooi; Liu, Chen-Ching; Govindarasu, Manimaran (2008)

Cybersecurity for electric power control and automation systems. - Ten, Chee-Wooi; Govindarasu, Manimaran; Liu, Chen-Ching (2007)

Strategic Power Infrastructure Defense. - Li, Hao; Rosenwald, Gary W.; Jung, Juhwan; Liu, Chen-Ching (Proc. IEEE, 2005)

Complete controllability of power system dynamics. - Hong, Mingguo; Liu, Chen-Ching (2000)

AI Application Areas in Power Systems. - Dabbaghchi, Iraj; Christie, Richard D.; Rosenwald, Gary W.; Liu, Chen-Ching (IEEE Expert, 1997)

Rule-Based System Validation through Automatic Identification of Equivalence Classes. - Rosenwald, Gary W.; Liu, Chen-Ching (IEEE Trans. Knowl. Data Eng., 1997)

Voltage instability: mechanisms and control strategies [power systems]. - Vu, Khoi T.; Liu, Chen-Ching; Taylor, Carson W.; Jimma, Kebede M. (Proc. IEEE, 1995)

Bounding the Computation Time of Forward-Chaining Rule-Based Systems. - Tomsovic, Kevin; Liu, Chen-Ching (Data Knowl. Eng., 1993)

An algorithm for identification of relations among rules. - Marathe, Hemant Y.; Ma, Ta-Kang; Liu, Chen-Ching (1989)

a generalized network flow model with application to power supply-demand problems. - Liu, Chen-Ching; Wu, Felix F. (Networks, 1984)