| 2026 | ICDE | RAMSeS: Robust and Adaptive Model Selection for Time-Series Anomaly Detection Algorithms. | Mohamed Abdelmaksoud, Sheng Ding, Andrey Morozov, Ziawasch Abedjan |
| 2025 | ICCAD | Uncertainty-Guided Live Measurement Sequencing for Fast SAR ADC Linearity Testing. | Thorben Schey, Khaled Karoonlatifi, Michael Weyrich, Andrey Morozov |
| 2025 | ICRA | RelAIBotiX: Reliability Assessment for AI-Controlled Robotic Systems. | Philipp Grimmeisen, Rucha Golwalkar, Friedrich Sautter, Andrey Morozov |
| 2025 | IROS | Deep Learning-based Proactive Hazard Prediction for Human-Robot Collaboration with Sensor Malfunctions. | Yuliang Ma, Zilin Jin, Qi Liu, Ilshat Mamaev, Andrey Morozov |
| 2025 | IROS | LiHRA: A LiDAR-Based HRI Dataset for Automated Risk Monitoring Methods. | Frederik Plahl, Georgios Katranis, Ilshat Mamaev, Andrey Morozov |
| 2024 | IROS | Multimodal Failure Prediction for Vision-based Manipulation Tasks with Camera Faults. | Yuliang Ma, Jingyi Liu, Ilshat Mamaev, Andrey Morozov |
| 2024 | VISIGRAPP | Investigating the Corruption Robustness of Image Classifiers with Random p-norm Corruptions. | Georg Siedel, Weijia Shao, Silvia Vock, Andrey Morozov |
| 2023 | ETFA | Hybrid Lightweight Deep Learning-Based Error Detection Model on Edge Computing Devices. | Arman Aghaei Attar, Tagir Fabarisov, Andrey Morozov, Maurice Artelt, Ilshat Mamaev |
| 2023 | IECON | Remedy: Automated Design and Deployment of Hybrid Deep Learning-based Error Detectors. | Tagir Fabarisov, Vishnu Gangadhara Naik, Arman Aghaei Attar, Andrey Morozov |
| 2022 | ETFA | FIDGET: Deep Learning-Based Fault Injection Framework for Safety Analysis and Intelligent Generation of Labeled Training Data. | Tagir Fabarisov, Andrey Morozov, Ilshat Mamaev, Philipp Grimmeisen |
| 2022 | ETFA | Automated Model-Based Reliability Assessment of Software-Defined Manufacturing. | Philipp Grimmeisen, Andrey Morozov, Tagir Fabarisov, Andreas Wortmann, Chee Hung Koo |
| 2022 | IJCAI | Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. | Georg Siedel, Silvia Vock, Andrey Morozov, Stefan Vo |
| 2022 | MODELS | Case study on automated and continuous reliability assessment of software-defined manufacturing based on digital twins. | Philipp Grimmeisen, Andreas Wortmann, Andrey Morozov |
| 2020 | DSN | Exploring Fault Parameter Space Using Reinforcement Learning-based Fault Injection. | Mehrdad Moradi, Bentley Oakes, Mustafa Saraoglu, Andrey Morozov, Klaus Janschek, Joachim Denil |
| 2020 | IJCAI | Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers. | Andrey Morozov, Emil Valiev, Michael Beyer, Kai Ding, Lydia Gauerhof, Christoph Schorn |
| 2019 | EDCC | On-Line Error Detection and Mitigation for Time-Series Data of Cyber-Physical Systems using Deep Learning Based Methods. | Kai Ding, Sheng Ding, Andrey Morozov, Tagir Fabarisov, Klaus Janschek |
| 2019 | ISSRE | Quantification of the Impact of Random Hardware Faults on Safety-Critical AI Applications: CNN-Based Traffic Sign Recognition Case Study. | Michael Beyer, Andrey Morozov, Kai Ding, Sheng Ding, Klaus Janschek |
| 2019 | ISSRE | OpenErrorPro: A New Tool for Stochastic Model-Based Reliability and Resilience Analysis. | Andrey Morozov, Kai Ding, Mikael Steurer, Klaus Janschek |
| 2019 | SAFECOMP | Efficient Model-Level Reliability Analysis of Simulink Models. | Kai Ding, Andrey Morozov, Klaus Janschek |
| 2018 | ISSRE | Reliability Evaluation of Functionally Equivalent Simulink Implementations of a PID Controller under Silent Data Corruption. | Kai Ding, Andrey Morozov, Klaus Janschek |
| 2018 | SAFECOMP | MORE: MOdel-based REdundancy for Simulink. | Kai Ding, Andrey Morozov, Klaus Janschek |
| 2017 | DASC | Classification of Hierarchical Fault-Tolerant Design Patterns. | Kai Ding, Andrey Morozov, Klaus Janschek |
| 2017 | SAFECOMP | ErrorSim: A Tool for Error Propagation Analysis of Simulink Models. | Mustafa Saraoglu, Andrey Morozov, Mehmet Turan Sylemez, Klaus Janschek |
| 2016 | RoboCup | Stochastic Error Propagation Analysis of Model-driven Space Robotic Software Implemented in Simulink. | Andrey Morozov, Klaus Janschek, Thomas Krger, Andr Schiele |
| 2005 | CiE | Categoricity in Restricted Classes. | Andrey Morozov |