2024
Grünhagen A,
Eichler A,
Tropmann-Frick M,
Fey G.
Data-Driven Fault Localization in Cyber-Physical Systems Using Dependency Graphs and Anomaly Detection.. In:
International Conference on Information Modelling and Knowledge Bases (EJC).
2024.
Krumnow A,
Plambeck S,
Fey G.
Using Forest Structures for Passive Automata Learning.. In:
In Oliver Niggemann et al. (editors) (Eds.), editors.
Machine Learning for Cyber-Physical Systems.
Springer International Publishing;
2024.
[DOI]
Schammer L,
Martino G,
Fey G.
Tag-based Hardware Information Flow Tracking.. In:
GI/GMM/ITG-Workshop für Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TUZ).
2024.
Schmidt M,
Plambeck S,
Fey G.
Towards Robustness Evaluation of Models for Cyber-Physical Systems.. In:
ITG/GI/GMM-Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen (MBMV).
2024.
Plambeck S,
Bracht A,
Hranisavljevic N,
Fey G.
FaMoS - Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees.. In:
ACM International Conference on Hybrid Systems: Computation and Control (HSCC).
2024.
2023
Abdelaziz KGA,
Görgen R,
Fey G.
FINaL: Driving High-Level Fault Injection Campaigns with Natural Language.. In:
IEEE European Test Symposium (ETS).
2023.
Al-Zoubi A,
Schaible B,
Martino G,
Fey G.
Latency-optimized Hardware Acceleration of Multilayer Perceptron Inference.. In:
EUROMICRO Symposium on Digital System Design (DSD).
2023.
[DOI]
Al-Zoubi A,
Fey G.
Low-Latency Real-Time Inference for Multilayer Perceptrons on FPGAs.. In:
In Drechsler, Rolf and Huhn, Sebastian (editors) (Eds.), editors.
Advanced Boolean Techniques.
Springer International Publishing:;
2023.
p. 123-133.
[DOI]
Grünhagen A,
Eichler A,
Tropmann-Frick M,
Fey G.
Condition Monitoring and Fault Detection of a Laser Oscillator Feedback System.. In:
International Conference on Information Modelling and Knowledge Bases (EJC).
2023.
Grünhagen A,
Schütte M,
Eichler A,
Tropmann-Frick M,
Fey G.
Enhancing Data Acquisition and Fault Analysis for Large-Scale Facilities: A Case Study on the Laser-Based Synchronization System at the European X-Ray Free-Electron Laser [Work in progress].. In:
GI Workshop on Learning, Knowledge, Data, Analytics (LWDA).
2023.
Berger BJ,
Fey G.
Towards: Threat Modeling in System Design.. In:
GI/GMM/ITG-Workshop für Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TUZ).
2023.
Bahnsen FH,
Berger BJ,
Fey G.
GLRP: Guided by Layer-wise Relevance Propagation - Selecting Crucial Neurons in Artificial Neural Networks.. In:
International Conference on Circuits and Systems Technologies (MOCAST).
2023.
[DOI]
Bahnsen FH,
Berger BJ,
Fey G.
DoCNeL: Detection of Crucial Neurons Guided by Layer-wise Relevance Propagation.. In:
GI/GMM/ITG-Workshop für Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TUZ).
2023.
Grünhagen A,
Tropmann-Frick M,
Eichler A,
Fey G.
Predictive Maintenance for the Optical Synchronization System of the European XFEL: A Systematic Literature Survey.. In:
Data Engineering for Data Science (DE4DS).
2023.
Abdelmaksoud H,
Hammadeh ZAH,
Fey G,
Lüdtke D.
DEL: Dynamic Symbolic Execution-based Lifter for Enhanced Low-Level Intermediate Representation.. In:
Design, Automation and Test in Europe (DATE).
2023.
Lanzieri L,
Kietzmann P,
Fey G,
Schlarb H,
Schmidt TC.
Ageing Analysis of Embedded SRAM on a Large-Scale Testbed Using Machine Learning.. In:
EUROMICRO Symposium on Digital System Design (DSD).
2023.
[DOI]
Knitt M,
Plambeck S,
Wieck JC,
Kohlisch J,
Balduin S,
Veith EM,
Schyga J,
Hinckeldeyn J,
Fey G,
Kreutzfeldt J.
Towards the Automatic Generation of Models for Prediction, Monitoring, and Testing of Cyber-Physical Systems.. In:
IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).
2023.
2022
Al-Zoubi A,
Martino G,
Bahnsen FH,
Zhu J,
Schlarb H,
Fey G.
CNN Implementation and Analysis on Xilinx Versal ACAP at European XFEL.. In:
IEEE International System-on-Chip Conference (SOCC).
2022.
Al-Zoubi A,
Fey G.
Low Latency Real-Time Inference for Multilayer Perceptrons on FPGAs.. In:
Int'l Workshop on Boolean Problems (IWSBP).
2022.
Francois E,
Gallaun D,
Sitzmann D,
Bahnsen FH.
Das Prüfungssystem YAPS als E-Assessment-Standard an der TUHH.. In:
E-Prüfungs-Symposium (ePS).
2022.
Bahnsen FH,
Sakhri M,
Dillenberger J.
Kontaktlos Prüfen: Hands on Yet Another Prüfungs System (YAPS).. In:
E-Prüfungs-Symposium (ePS).
2022.
Bahnsen FH,
Sakhri M,
Dillenberger J,
Sitzmann D.
Skalierbares E-Assessment mit Docker und Ansible.. In:
E-Prüfungs-Symposium (ePS).
2022.
Fin Hendrik Bahnsen JD.
Kontaktlos Prüfen: Hands on Yet Another Prüfungs System (YAPS).. In:
E-Prüfungs-Symposium (ePS).
2022.
Martino G,
Bellandi A,
Eichler A,
Branlard J,
Schlarb H,
Doolittle L,
Aderhold S,
Hoobler S,
Nelson J,
Porter RD,
Zacarias L,
Benwell A,
Gonnella D,
Ratti A,
Fey G.
Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities.. In:
International Linear Accelerator Conference (LINCAC).
2022.
Martino G,
Zoubi AA,
Branlard J,
Schlarb H,
Fey G.
FPGA-based hardware acceleration of machine learning algorithms for particle accelerators.. In:
Low-level RF Workshop.
2022.