Kauffman, S. ., Dunne, M. ., Gracioli, G. ., Khan, W. ., Benann, N. ., & Fischmeister, S. . (2020). Palisade: A Framework for Anomaly Detection in Embedded Systems. Journal of Systems Architecture, 1-17. https://doi.org/10.1016/j.sysarc.2020.101876
Publications
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Iegorov, O. ., & Fischmeister, S. . (2020). Parameterless Semi-Supervised Anomaly Detection in Univariate Time Series. Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML). Presented at the.
Basiri, M. H., Azad, N. ., & Fischmeister, S. . (2020). Attack Resilient Heterogeneous Vehicle Platooning Using Secure Distributed Nonlinear Model Predictive Control. 28th Mediterranean Conference on Control and Automation (MED). Presented at the. Saint-Raphael, France: IEEE.
Sucholutsky, I. ., Narayan, A. ., Schonlau, M. ., & Fischmeister, S. . (2019). Deep Learning for System Trace Restoration. International Joint Conference on Neural Networks (IJCNN). Presented at the. Budapest, Hungary.
Kauffman, S. ., & Fischmeister, S. . (2019). Event Stream Abstraction Using Nfer: Demo Abstract. International Conference on Cyber-Physical Systems, 332 to 333. Montreal, Canada: ACM. https://doi.org/10.1145/3302509.3313327
Basiri, M. ., Thistle, J. ., Simpson-Porco, J. ., & Fischmeister, S. . (2019). Kalman Filter Based Secure State Estimation and Individual Attacked Sensor Detection in Cyber-Physical Systems. Annual American Control Conference (ACC). Presented at the. Philadelphia, USA.
Kauffman, S. ., Havelund, K. ., & Fischmeister, S. . (2019). Monitorability Over Unreliable Channels. International Conference on Runtime Verification (RV), 256 to 272. Porto, Portugal. https://doi.org/10.1007/978-3-030-32079-9_15
Basiri, M. H., Pirani, M. ., Azad, N. ., & Fischmeister, S. . (2019). Security of Vehicle Platooning: A Game-Theoretic Approach. IEEE Access, 7, 185565-185579. https://doi.org/10.1109/ACCESS.2019.2961002
Sharma, S. ., Flores, A. ., Hobbs, C. ., Stafford, J. ., & Fischmeister, S. . (2019). Safety and Security Analysis of AEB for L4 Autonomous Vehicle Using STPA. Workshop on Autonomous Systems Design (ASD 2019). Presented at the. Florence, Italy.
Salem, M. ., Carvajal, G. ., Liu, T. ., & Fischmeister, S. . (2019). Assessing the Robustness of Arrival Curves Models for Real-time Systems. Intl. Conference on Formal Modeling and Analysis of Timed Systems, 23-40. Amsterdam, The Netherlands. https://doi.org/10.1007/978-3-030-29662-9_2