Florian Geissler

21 papers A 2B 2Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Towards Automated Safety Requirements Derivation Using Agent-based RAG. AAAI Spring Symposia Balahari Vignesh Balu, Florian Geissler, Francesco Carella, João-Vitor Zacchi, Josef Jiru, Núria Mata, Reinhard Stolle
2025	J	`jnl`	Towards Automated Safety Requirements Derivation Using Agent-based RAG. CoRR Balahari Vignesh Balu, Florian Geissler, Francesco Carella, João-Vitor Zacchi, Josef Jiru, Núria Mata, Reinhard Stolle
2024	—	`conf`	Concept-Guided LLM Agents for Human-AI Safety Codesign. AAAI Spring Symposia Florian Geissler, Karsten Roscher, Mario Trapp
2024	J	`jnl`	Concept-Guided LLM Agents for Human-AI Safety Codesign. CoRR Florian Geissler, Karsten Roscher, Mario Trapp
2023	B	`conf`	A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023	J	`jnl`	A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023	A	`conf`	BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC Syed Sha Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
2023	J	`jnl`	BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR Syed Sha Qutub, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
2023	J	`jnl`	Large-Scale Application of Fault Injection into PyTorch Models - an Extension to PyTorchFI for Validation Efficiency. CoRR Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch
2023	—	`conf`	Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency. DSN-S Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch
2023	A	`conf`	Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC Ali Asgari Khoshouyeh, Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Prashant J. Nair, Karthik Pattabiraman
2022	B	`conf`	Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs. SAFECOMP Syed Sha Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
2022	J	`jnl`	Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs. CoRR Syed Sha Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
2021	J	`jnl`	Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach. CoRR Cornelius Bürkle, Florian Geissler, Michael Paulitsch, Kay-Ulrich Scholl
2021	—	`conf`	Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2021	J	`jnl`	Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2019	J	`jnl`	A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems. IEEE Access Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
2019	—	`conf`	Optimized sensor placement for dependable roadside infrastructures. ITSC Florian Geissler, Ralf Gräfe
2019	J	`jnl`	Optimized sensor placement for dependable roadside infrastructures. CoRR Florian Geissler, Ralf Graefe
2018	J	`jnl`	A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems. CoRR Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
2018	—	`conf`	Designing a Roadside Sensor Infrastructure to Support Automated Driving. ITSC Florian Geissler, Sören Kohnert, Reinhard Stolle