Publications

  1. Multi-Partner Project: Safe, Secure and Dependable Multi-UAV Systems for Search and Rescue Operations, Panagiota Nikolaou, Antonis Savva, Ioannis Sorokos, Koorosh Aslansefat, Sondess Missaoui, Akram Mohammed Naveed, Daniel Hillen, Marc Lorenz, Martin D. Walker, Manos Papoutsakis, Simos Gerasimou, Panayiotis Kolios, Yiannis Papadopoulos, Jan Reich, Sotiris Ioannidis, Maria K. Michael, DATE 2025 Multi-Partner Projects Track Committee

  2. Aslansefat, K., Hashemian, M., Walker, M., Akram, M. N., Sorokos, I., & Papadopoulos, Y. (2023). Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. IEEE Software. https://doi.org/10.1109/ms.2023.3321282

  3. Akram, M. N., Ambekar, A., Sorokos, I., Aslansefat, K., & Schneider, D. (2022, June). StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. In International Conference on Computer Safety, Reliability, and Security (pp. 289-301). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-14862-0_21

  4. Feth, P., Akram, M. N., Schuster, R., & Wasenmüller, O. (2018). Dynamic risk assessment for vehicles of higher automation levels by deep learning. In Computer Safety, Reliability, and Security: SAFECOMP 2018 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Västerås, Sweden, September 18, 2018, Proceedings 37 (pp. 535-547). Springer International Publishing https://doi.org/10.1007/978-3-319-99229-7_48.

  5. Farhad, A. H., Sorokos, I., Schmidt, A., Akram, M. N., Aslansefat, K., & Schneider, D. (2022, September). Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. In International Symposium on Model-Based Safety and Assessment (pp. 219-234). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-15842-1_16

  6. Aslansefat, K., Nikolaou, P., Walker, M., Akram, M. N., Sorokos, I., Reich, J., ... & Papadopoulos, Y. (2022, September). Safedrones: Real-time reliability evaluation of uavs using executable digital dependable identities. In International Symposium on Model-Based Safety and Assessment (pp. 252-266). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-15842-1_18

  7. Farhad, A. H., Sorokos, I., Akram, M. N., Aslansefat, K., & Schneider, D. (2023). Scope Compliance Uncertainty Estimate. arXiv preprint arXiv:2312.10801. https://doi.org/10.1007/978-3-031-53963-3_28

  8. Adler, R., Akram, M. N., Feth, P., Fukuda, T., Ishigooka, T., Otsuka, S., ... & Yoshimura, K. (2019, October). Engineering and hardening of functional fail-operational architectures for highly automated driving. In 2019 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (pp. 30-35). IEEE. https://doi.org/10.1109/issrew.2019.00038.

  9. Adler, R., Akram, M. N., Bauer, P., Feth, P., Gerber, P., Jedlitschka, A., ... & Schneider, D. (2019). Hardening of Artificial Neural Networks for Use in Safety-Critical Applications--A Mapping Study. arXiv preprint arXiv:1909.03036.