DNN Analysis through Synthetic Data Variation. - Syed Sha Qutub; Oliver Grau; Korbinian Hagn (CSCS, 2020)

Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. - Florian Geissler; Syed Sha Qutub; Sayanta Roychowdhury; Ali Asgari Khoshouyeh; Yang Peng; Akash Dhamasia; Ralf Graefe; Karthik Pattabiraman; Michael Paulitsch (AISafety@IJCAI, 2021)

Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs. - Syed Sha Qutub; Florian Geissler; Yang Peng; Ralf Gräfe; Michael Paulitsch; Gereon Hinz; Alois C. Knoll (SAFECOMP, 2022)

BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. - Syed Sha Qutub; Neslihan Köse Cihangir; Rafael Rosales; Michael Paulitsch; Korbinian Hagn; Florian Geissler; Yang Peng; Gereon Hinz; Alois C. Knoll (BMVC, 2023)

Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency. - Ralf Gräfe; Syed Sha Qutub; Florian Geissler; Michael Paulitsch (DSN-S, 2023)

A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. - Florian Geissler; Syed Sha Qutub; Michael Paulitsch; Karthik Pattabiraman (SAFECOMP, 2023)

Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. - Ali Asgari Khoshouyeh; Florian Geissler; Syed Sha Qutub; Michael Paulitsch; Prashant J. Nair; Karthik Pattabiraman (SC, 2023)

Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models. - Syed Sha Qutub; Michael Paulitsch; Karthik Pattabiraman; Korbinian Hagn; Fabian Oboril; Cornelius Bürkle; Kay-Ulrich Scholl; Gereon Hinz; Alois Knoll (AISafety@IJCAI, 2024)

Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection. - Syed Sha Qutub; Michael Paulitsch; Kay-Ulrich Scholl; Neslihan Köse Cihangir; Korbinian Hagn; Fabian Oboril; Gereon Hinz; Alois Knoll (CVPR Workshops, 2024)

Investigating the Robustness of Retrieval-Augmented Generation at the Query Level. - Sezen Perçin; Xin Su 008; Syed Sha Qutub; Phillip Howard; Aleksei Kuvshinov; Leo Schwinn; Kay-Ulrich Scholl (CoRR, 2025)

BlueGlass: A Framework for Composite AI Safety. - Harshal Nandigramwar; Syed Sha Qutub; Kay-Ulrich Scholl (CoRR, 2025)