Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning. - Patrik Feth; Mohammed Naveed Akram; René Schuster; Oliver Wasenmüller (SAFECOMP Workshops, 2018)

Engineering and Hardening of Functional Fail-Operational Architectures for Highly Automated Driving. - Rasmus Adler; Mohammed Naveed Akram; Patrik Feth; Takeshi Fukuda; Tasuku Ishigooka; Satoshi Otsuka; Daniel Schneider 001; Kentaro Yoshimura (ISSRE Workshops, 2019)

Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study. - Rasmus Adler; Mohammed Naveed Akram; Pascal Bauer; Patrik Feth; Pascal Gerber; Andreas Jedlitschka; Lisa Jöckel; Michael Kläs; Daniel Schneider 001 (CoRR, 2019)

SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. - Koorosh Aslansefat; Panagiota Nikolaou; Martin Walker; Mohammed Naveed Akram; Ioannis Sorokos; Jan Reich; Panayiotis Kolios; Maria K. Michael; Theocharis Theocharides; Georgios Ellinas; Daniel Schneider 001; Yiannis Papadopoulos (IMBSA, 2022)

Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. - Al-Harith Farhad; Ioannis Sorokos; Andreas Schmidt 003; Mohammed Naveed Akram; Koorosh Aslansefat; Daniel Schneider 001 (IMBSA, 2022)

StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. - Mohammed Naveed Akram; Akshatha Ambekar; Ioannis Sorokos; Koorosh Aslansefat; Daniel Schneider 001 (SAFECOMP Workshops, 2022)

Scope Compliance Uncertainty Estimate. - Al-Harith Farhad; Ioannis Sorokos; Mohammed Naveed Akram; Koorosh Aslansefat; Daniel Schneider 001 (CoRR, 2023)

Scope Compliance Uncertainty Estimate Through Statistical Distance. - Al-Harith Farhad; Ioannis Sorokos; Mohammed Naveed Akram; Koorosh Aslansefat (FICC (2), 2024)

Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations. - Koorosh Aslansefat; Mojgan Hashemian; Martin Walker; Mohammed Naveed Akram; Ioannis Sorokos; Yiannis Papadopoulos (IEEE Softw., 2024)

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; Mohammed Naveed Akram; Daniel Hillen; Marc Lorenz; Martin D. Walker; Manos Papoutsakis; Simos Gerasimou; Panayiotis Kolios; et al. (DATE, 2025)