Associate Professor
Department of Electrical & Computer Engineering
Educational background:
- PhD, Computer Science, Columbia University, 2010
- MS, Computer Science, Columbia University, 2005
- BS Eng., School of Automatic Control and Computers, Polytechnic University of Bucharest, 2003
Areas of Research Interest:
- cyber-physical systems security, anomaly detection, network- and application-level security, adversarial machine learning
Selected Publications
- Hassaan Irshad, Gabriela Ciocarlie, Ashish Gehani, Vinod Yegneswaran, Kyu Lee, Jignesh Patel, Somesh Jha, Yonghwi Kwon, Dongyan Xu, Xiangyu Zhang, TRACE: Enterprise-Wide Provenance Tracking for Real-Time APT Detection, IEEE Transactions on Information Forensics & Security, 2021
- Matthew Jablonski, Bo Yu, Gabriela Ciocarlie, Paulo Costa, A Case Study in the Formal Modeling of Safe and Secure Manufacturing Automation, IEEE Special Issue on Formal Methods Applied to Cyber-Physical Systems, 2021
- Prashant Anantharaman, Liwei Song, Ioannis Agadakos, Gabriela Ciocarlie, Bogdan Copos, Ulf Lindqvist and Michael Locasto, IoTHound: Environment-agnostic Device Identification and Monitoring, International Conference on IoT, 2020 (Best Paper Award)
- Shiqing Ma, Juan Zhai, Yonghwi Kwon, Kyu Hyung Lee, Xiangyu Zhang, Gabriela Ciocarlie, Ashish Gehani, Vinod Yegneswaran, Dongyan Xu, and Somesh Jha, Kernel-Supported Cost-Effective Audit Logging for Causality Tracking, 29th USENIX Annual Technical Conference (ATC), 2018
- Ioannis Agadakos, Chien-Ying Chen, Matteo Campanelli, Prashant Anantharaman, Monowar Hasan, Bogdan Copos, Tancrède Lepoint, Michael Locasto, Gabriela F. Ciocarlie, Ulf Lindqvist, Jumping the Air Gap: Modeling Cyber-Physical Attack Paths in the Internet-of-Things, CCS Workshop on Cyber-Physical Systems Security and Privacy (CCS-SPC), 2017
- Gabriela F. Ciocarlie, Eric Yeh, Christopher Connolly, Cherita Corbett, Ulf Lindqvist, Henning Sanneck, Kimmo Hatonen, Szabolcs Novaczki, Muhammad Naseer-Ul-Islam, and Borislava Gajic, Alarm Prioritization and Diagnosis for Cellular Networks, 7th International Conference on Mobile Networks and Management (MONAMI), 2015 (Best Paper Award)
- Man-Ki Yoon and Gabriela F. Ciocarlie, “Communication Pattern Monitoring: Improving the Utility of Anomaly Detection for Industrial Control Systems”, in the proceedings of the NDSS Workshop on Security of Emerging Networking Technologies (SENT), 2014