Mohammed Naveed Akram

17 papers A 1Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A conf
Multi-Partner Project: Safe, Secure and Dependable Multi-UAV Systems for Search and Rescue Operations.
DATE
Panagiota Nikolaou, Antonis D. Savva, Ioannis Sorokos, Koorosh Aslansefat, Sondess Missaoui, Mohammed Naveed Akram, Daniel Hillen, Marc Lorenz, Martin D. Walker, Manos Papoutsakis, Simos Gerasimou, Panayiotis Kolios, Yiannis Papadopoulos, Jan Reich, Sotiris Ioannidis, Maria K. Michael
2025 — conf
RAGuard: A Novel Approach for In-Context Safe Retrieval Augmented Generation for LLMs.
IMBSA
Connor Walker, Koorosh Aslansefat, Mohammed Naveed Akram, Yiannis Papadopoulos
2025 J jnl
RAGuard: A Novel Approach for in-context Safe Retrieval Augmented Generation for LLMs.
CoRR
Connor Walker, Koorosh Aslansefat, Mohammed Naveed Akram, Yiannis Papadopoulos
2024 J jnl
Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations.
IEEE Softw.
Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
2024 — conf
Scope Compliance Uncertainty Estimate Through Statistical Distance.
FICC (2)
Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat
2023 J jnl
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations.
CoRR
Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
2023 J jnl
Scope Compliance Uncertainty Estimate.
CoRR
Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022 — conf
Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring.
IMBSA
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022 J jnl
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring.
CoRR
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022 — conf
SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities.
IMBSA
Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
2022 J jnl
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities.
CoRR
Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
2022 — conf
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures.
SAFECOMP Workshops
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
2022 J jnl
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures.
CoRR
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
2019 — conf
Engineering and Hardening of Functional Fail-Operational Architectures for Highly Automated Driving.
ISSRE Workshops
Rasmus Adler, Mohammed Naveed Akram, Patrik Feth, Takeshi Fukuda, Tasuku Ishigooka, Satoshi Otsuka, Daniel Schneider, Kentaro Yoshimura
2019 J jnl
Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study.
CoRR
Rasmus Adler, Mohammed Naveed Akram, Pascal Bauer, Patrik Feth, Pascal Gerber, Andreas Jedlitschka, Lisa Jöckel, Michael Kläs, Daniel Schneider
2018 — conf
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning.
SAFECOMP Workshops
Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller
2018 J jnl
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning.
CoRR
Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller