Thakur, S., & Fischmeister, S. (2020). A Generalizable Saliency Map-based Interpretation of Model Outcome Presented at the International Conference on Pattern Recognition (CPR) conference. Milano, Italy.
References
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2020
Iegorov, O., & Fischmeister, S. (2020). Parameterless Semi-Supervised Anomaly Detection in Univariate Time Series Presented at the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML) conference.
Basiri, M. H., Azad, N., & Fischmeister, S. (2020). Attack Resilient Heterogeneous Vehicle Platooning Using Secure Distributed Nonlinear Model Predictive Control Presented at the 28th Mediterranean Conference on Control and Automation (MED) conference. Saint-Raphael, France: IEEE.
2019
Sucholutsky, I., Narayan, A., Schonlau, M., & Fischmeister, S. (2019). Deep Learning for System Trace Restoration Presented at the International Joint Conference on Neural Networks (IJCNN) conference. Budapest, Hungary.
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
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 Presented at the Annual American Control Conference (ACC) conference. 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
Sharma, S., Flores, A., Hobbs, C., Stafford, J., & Fischmeister, S. (2019). Safety and Security Analysis of AEB for L4 Autonomous Vehicle Using STPA Presented at the Workshop on Autonomous Systems Design (ASD 2019) conference. 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