Christoph Reich

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 90

Top Venues

Publications

Rudolf Hoffmann, Christoph Reich
Machine Learning Models with Fault Tree Analysis for Explainable Failure Detection in Cloud Computing. CLOSER (2024)
Fatemeh Stodt, Fabrice Theoleyre, Christoph Reich
Advancing Network Survivability and Reliability: Integrating XAI-Enhanced Autoencoders and LDA for Effective Detection of Unknown Attacks. DRCN (2024)
Christoph Reich, Oliver Hahn, Daniel Cremers, Stefan Roth, Biplob Debnath
A Perspective on Deep Vision Performance with Standard Image and Video Codecs. CoRR (2024)
Manav Madan, Christoph Reich, Anton M. Unakafov, Valentina A. Unakafova, Alexander Schmitt
Automation of the Error-Prone Pam-4 Sequence Discovery for the Purpose of High-Speed Serial Receiver Testing Using Reinforcement Learning Methods. EANN (2024)
Fatemeh Stodt, Mohammed B. M. Kamel, Christoph Reich, Fabrice Theoleyre, Péter Ligeti
Blockchain-Based Privacy-Preserving Shop Floor Auditing Architecture. IEEE Access 12 (2024)
Christoph Reich, Biplob Debnath, Deep Patel, Srimat Chakradhar
Differentiable JPEG: The Devil is in the Details. WACV (2024)
Hans-Georg Enkler, Wolfgang Kunert, Stefan Pfeffer, Kai-Jonas Bock, Steffen Axt, Jonas Johannink, Christoph Reich
Towards engineering a portable platform for laparoscopic pre-training in virtual reality with haptic feedback. Virtual Real. Intell. Hardw. 6 (2) (2024)
Fatemeh Stodt, Christoph Reich
Introducing a Fair Tax Method to Harden Industrial Blockchain Applications against Network Attacks: A Game Theory Approach. Comput. 12 (3) (2023)
Christoph Reich, Tim Prangemeier, Heinz Koeppl
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures. ICCV (Workshops) (2023)
Jan Stodt, Manav Madan, Christoph Reich, Luka Filipovic, Tomi Ilijas
A Study on the Reliability of Visual XAI Methods for X-Ray Images. ICIMTH (2023)
Ivana Ognjanovic, Ramo Sendelj, Luka Lakovic, John Mantas, Emmanouil Zoulias, László Bokor, Péter A. Kara, Christoph Reich, Irena Orovic, Milovan Roganovic, Tanja Radusinovic, Nada Rakocevic, Natasa Zugic
Montenegrin Digital Academic Innovation Hub: Supporting Digital Education, Business and Innovations in Medical Informatics. ICIMTH (2023)
Mohammed B. M. Kamel, Janneke Van Oosterhout, Péter Ligeti, Christoph Reich
Distributed Cryptography for Lightweight Encryption in Decentralized CP-ABE. WiMob (2023)
Dirk Hölscher, Christoph Reich, Frank Gut, Martin Knahl, Nathan L. Clarke
Pix2Pix Hyperparameter Optimisation Prediction. KES (2023)
Jan Stodt, Christoph Reich, Nathan L. Clarke
A Novel Metric for XAI Evaluation Incorporating Pixel Analysis and Distance Measurement. ICTAI (2023)
Christoph Reich, Tim Prangemeier, Heinz Koeppl
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures. CoRR (2023)
Christoph Reich, Tim Prangemeier, André O. Françani, Heinz Koeppl
An Instance Segmentation Dataset of Yeast Cells in Microstructures. EMBC (2023)
Maurice Rohr, Tobias Schilke, Laurent Willems, Christoph Reich, Sebastian Dill, Gökhan Güney, Christoph Hoog Antink
Transformer Network with Time Prior for Predicting Clinical Outcome from EEG of Cardiac Arrest Patients. CinC (2023)
Anikó Simon, Qiu Xinyu, Péter A. Kara, Luka Lakovic, Ivana Ognjanovic, Ramo Sendelj, Christoph Reich, Milovan Roganovic, John Mantas, László Bokor
The User, the Watch, and the Bestseller: Study on the Utilization of Smart Medical Wearables and Their User Manuals. ICIMTH (2023)
Christoph Reich, Biplob Debnath, Deep Patel, Tim Prangemeier, Srimat Chakradhar
Deep Video Codec Control. CoRR (2023)
Fatemeh Stodt, Christoph Reich, Axel Sikora, Dominik Welte
Trust Management System for Hybrid Industrial Blockchains. INDIN (2023)
Emmanouil Zoulias, John Mantas, Ivana Ognjanovic, Ramo Sendelj, Luka Lakovic, Péter A. Kara, László Bokor, Christoph Reich
Health Informatics Training Programs to Strengthen Health Workforce in Montenegro. ICIMTH (2023)
Niels Schneider, Philipp Ruf, Matthias Lermer, Christoph Reich
ARTHUR: Machine Learning Data Acquisition System with Distributed Data Sensors. CLOSER (2023)
Liane-Marina Meßmer, Christoph Reich, Djaffar Ould Abdeslam
Context-aware Acoustic Signal Processing. KES (2023)
Manav Madan, Christoph Reich, Frank Hassenpflug
Drawing and Analysis of Bounding Boxes for Object Detection with Anchor-Based Models. SCIA (1) (2023)
Christoph Reich, Tim Prangemeier, André O. Françani, Heinz Koeppl
An Instance Segmentation Dataset of Yeast Cells in Microstructures. CoRR (2023)
Christoph Reich, Biplob Debnath, Deep Patel, Srimat Chakradhar
Differentiable JPEG: The Devil is in the Details. CoRR (2023)
Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, Christoph Reich, François de Bertrand de Beuvron, Arnold Beckmann, Cinzia Giannetti
KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0. Robotics Comput. Integr. Manuf. 74 (2022)
Dirk Hölscher, Christoph Reich, Martin Knahl, Frank Gut, Nathan L. Clarke
Surface Quality Augmentation for Metalworking Industry with Pix2Pix. KES (2022)
Mohammed B. M. Kamel, Péter Ligeti, Adam Nagy, Christoph Reich
Distributed Address Table (DAT): A Decentralized Model for End-to-End Communication in IoT. Peer-to-Peer Netw. Appl. 15 (1) (2022)
Tim Prangemeier, Christian Wildner, André O. Françani, Christoph Reich, Heinz Koeppl
Yeast cell segmentation in microstructured environments with deep learning. Biosyst. 211 (2022)
Philipp Ruf, Christoph Reich, Djaffar Ould Abdeslam
Aspects of Module Placement in Machine Learning Operations for Cyber Physical Systems. MECO (2022)
Ahmet Gokberk Gul, Özdemir çetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels. CoRR (2022)
Mohammed B. M. Kamel, Péter Ligeti, Christoph Reich
POSTER: ODABE: Outsourced Decentralized CP-ABE in Internet of Things. ACNS Workshops (2022)
Rudolf Hoffmann, Christoph Reich, Katrin Skerl
Evaluating different combination methods to analyse ultrasound and shear wave elastography images automatically through discriminative convolutional neural network in breast cancer imaging. Int. J. Comput. Assist. Radiol. Surg. 17 (12) (2022)
Jan Stodt, Christoph Reich, Nathan L. Clarke
Explainable AI with Domain Adapted FastCAM for Endoscopy Images. ICCS (3) (2022)
Mohammed B. M. Kamel, Yuping Yan, Péter Ligeti, Christoph Reich
Attribute Verifier for Internet of Things. ITNAC (2022)
Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan L. Clarke, Ivana Ognjanovic
The Need for Emergency-Based Access Control in AAL Systems. MECO (2022)
Milovan Roganovic, Ivana Ognjanovic, Ramo Sendelj, Christoph Reich, László Bokor, John Mantas, Martina Golob, Natasa Simsic, Irena Orovic, Tanja Radusinovic, Jevto Erakovic, Natasa Zugic
Digital Entrepreneurial Nest: Supporting Digitization of Healthcare at National Level in Montenegro. ICIMTH (2021)
Tim Prangemeier, Christoph Reich, Christian Wildner, Heinz Koeppl
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy. CoRR (2021)
Christoph Reich, Tim Prangemeier, Christian Wildner, Heinz Koeppl
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy. MICCAI (8) (2021)
Mohammed B. M. Kamel, Péter Ligeti, Christoph Reich
Lamred: Location-Aware and Privacy Preserving Multi-Layer Resource Discovery for IoT. Acta Cybern. 25 (2) (2021)
Christoph Reich
Generation and Simulation of Yeast Microscopy Imagery with Deep Learning. CoRR (2021)
Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0. CoRR (2021)
Christoph Reich, Tim Prangemeier, Özdemir Çetin, Heinz Koeppl
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data. CoRR (2021)
Mohammed B. M. Kamel, Yuping Yan, Péter Ligeti, Christoph Reich
Attred: Attribute Based Resource Discovery for IoT. Sensors 21 (14) (2021)
Marius Memmel, Christoph Reich, Nicolas Wagner, Faraz Saeedan
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans. CoRR (2021)
Christoph Reich, Tim Prangemeier, Özdemir Çetin, Heinz Koeppl
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data. BMVC (2021)
Jan Stodt, Daniel Schönle, Christoph Reich, Fatemeh Ghovanlooy Ghajar, Dominik Welte, Axel Sikora
Security Audit of a Blockchain-Based Industrial Application Platform. Algorithms 14 (4) (2021)
Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer
QUDOS: quorum-based cloud-edge distributed DNNs for security enhanced industry 4.0. UCC (2021)
Matthias Lermer, Christoph Reich, Djaffar Ould Abdeslam
Hybrid AI improves Energy Forecasts by combining Fuzzy Rules, Evolutionary Strategies and Neural Networks. IECON (2021)
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, François de Bertrand de Beuvron, Christoph Reich
Combining Evidential Clustering and Ontology Reasoning for Failure Prediction in Predictive Maintenance. ICAART (2) (2020)
Tim Prangemeier, Christoph Reich, Heinz Koeppl
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures. BIBM (2020)
Tim Prangemeier, Christian Wildner, André O. Françani, Christoph Reich, Heinz Koeppl
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning. CIBCB (2020)
Dominik Welte, Axel Sikora, Daniel Schönle, Jan Stodt, Christoph Reich
Blockchain at the Shop Floor for Maintenance. CyberC (2020)
Tim Prangemeier, Christian Wildner, André O. Françani, Christoph Reich, Heinz Koeppl
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning. CoRR (2020)
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, François de Bertrand de Beuvron, Christoph Reich
Combining chronicle mining and semantics for predictive maintenance in manufacturing processes. Semantic Web 11 (6) (2020)
Kevin Wallis, Jan Stodt, Eugen Jastremskoj, Christoph Reich
Agreements between Enterprises digitized by Smart Contracts in the Domain of Industry 4.0. CoRR (2020)
Mohammed B. M. Kamel, Kevin Wallis, Péter Ligeti, Christoph Reich
Distributed data validation network in IoT: a decentralized validator selection model. IOT (2020)
Tim Prangemeier, Christoph Reich, Heinz Koeppl
Attention-Based Transformers for Instance Segmentation of Cells in Microstructures. CoRR (2020)
Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, François de Bertrand de Beuvron, Christoph Reich
Using Rule Quality Measures for Rule Base Refinement in Knowledge-Based Predictive Maintenance Systems. Cybern. Syst. 51 (2) (2020)
Jan Stodt, Christoph Reich
Data Confidentiality In P2P Communication And Smart Contracts Of Blockchain In Industry 4.0. CoRR (2020)
Holger Gantikow, Steffen Walter, Christoph Reich
Rootless Containers with Podman for HPC. ISC Workshops (2020)
Mohammed B. M. Kamel, Yuping Yan, Péter Ligeti, Christoph Reich
A Decentralized Resource Discovery Using Attribute Based Encryption for Internet of Things. CSNet (2020)
Holger Gantikow, Tom Zöhner, Christoph Reich
Container Anomaly Detection Using Neural Networks Analyzing System Calls. PDP (2020)
Timo Bayer, Lothar Moedel, Christoph Reich
A Fog-Cloud Computing Infrastructure for Condition Monitoring and Distributing Industry 4.0 Services. CLOSER (2019)
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan L. Clarke
Rule-Based Security Monitoring of Containerized Environments. CLOSER (Selected Papers) (2019)
Jan Stodt, Eugen Jastremskoj, Christoph Reich, Dominik Welte, Axel Sikora
Formal Description of Use Cases for Industry 4.0 Maintenance Processes Using Blockchain Technology. IDAACS (2019)
Hendrik Kuijs, Timo Bayer, Christoph Reich, Martin Knahl, Nathan L. Clarke
Privacy Enhancing Data Access Control for Ambient Assisted Living. CLOSER (2019)
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan L. Clarke
Rule-based Security Monitoring of Containerized Workloads. CLOSER (2019)
Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, François de Bertrand de Beuvron, Christoph Reich
An Ontology-based Approach for Failure Classification in Predictive Maintenance Using Fuzzy C-means and SWRL Rules. KES (2019)
Matthias Lermer, Christoph Reich
Creation of Digital Twins by Combining Fuzzy Rules with Artificial Neural Networks. IECON (2019)
Qiushi Cao, Franco Giustozzi, Cecilia Zanni-Merk, François de Bertrand de Beuvron, Christoph Reich
Smart Condition Monitoring for Industry 4.0 Manufacturing Processes: An Ontology-Based Approach. Cybern. Syst. 50 (2) (2019)
Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich
Towards an Ontological Representation of Condition Monitoring Knowledge in the Manufacturing Domain. KEOD (2018)
Kevin Wallis, Marc Hüffmeyer, Ayhan Soner Koca, Christoph Reich
Access Rules Enhanced by Dynamic IIoT Context. IoTBDS (2018)
Kevin Wallis, Marc Merzinger, Christoph Reich, Christian Schindelhauer
A Security Model based Authorization Concept for OPC Unified Architecture. IAIT (2018)
Kevin Wallis, Florian Kemmer, Eugen Jastremskoj, Christoph Reich
Adaption of a Privilege Management Infrastructure (PMI) Approach to Industry 4.0. FiCloud Workshops (2017)
Dada Olaniyi Aborisade, Christoph Reich, Adesina Simon Sodiya, Adio Taofeek Akinwale, Biodun Surajudeen Badmus
Resolving DRDoS Attack in Cloud Database Service Using Common Source IP and Incremental Replacement Strategy. IntelliSys (2) (2016)
Holger Gantikow, Christoph Reich, Martin Knahl, Nathan L. Clarke
Providing Security in Container-Based HPC Runtime Environments. ISC Workshops (2016)
Saad Alqahtany, Nathan L. Clarke, Steven Furnell, Christoph Reich
A Forensic Acquisition and Analysis System for IaaS: Architectural Model and Experiment. ARES (2016)
Abdulwahid Al Abdulwahid, Nathan L. Clarke, Ingo Stengel, Steven Furnell, Christoph Reich
Continuous and transparent multimodal authentication: reviewing the state of the art. Clust. Comput. 19 (1) (2016)
Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan L. Clarke
A Scalable Architecture for Distributed OSGi in the Cloud. CLOSER (2) (2016)
Saad Alqahtany, Nathan L. Clarke, Steven Furnell, Christoph Reich
A forensic acquisition and analysis system for IaaS. Clust. Comput. 19 (1) (2016)
Christoph Reich, Thomas Rübsamen
Delegated Audit of Cloud Provider Chains Using Provider Provisioned Mobile Evidence Collection. CLOSER (Selected Papers) (2016)
Florian Kemmer, Christoph Reich, Martin Knahl, Nathan L. Clarke
Software Defined Privacy. IC2E Workshops (2016)
Thomas Rübsamen, Christoph Reich, Nathan L. Clarke, Martin Knahl
Evidence Collection in Cloud Provider Chains. CLOSER (1) (2016)
Thomas Rübsamen, Dirk Hölscher, Christoph Reich
Towards Auditing of Cloud Provider Chains using CloudTrust Protocol. CLOSER (1) (2016)
Abdulwahid Al Abdulwahid, Nathan L. Clarke, Ingo Stengel, Steven Furnell, Christoph Reich
Security, Privacy and Usability - A Survey of Users' Perceptions and Attitudes. TrustBus (2015)
Holger Gantikow, Sebastian Klingberg, Christoph Reich
Container-based Virtualization for HPC. CLOSER (2015)
Thomas Rübsamen, Tobias Pulls, Christoph Reich
Secure Evidence Collection and Storage for Cloud Accountability Audits. CLOSER (2015)
Thomas Rübsamen, Tobias Pulls, Christoph Reich
Security and Privacy Preservation of Evidence in Cloud Accountability Audits. CLOSER (Selected Papers) (2015)
Philipp Ruf, Thomas Rübsamen, Christoph Reich
Agent-Based Evidence Collection in Cloud Computing. A4Cloud (2014)
Stefan Frey, Claudia Lüthje, Christoph Reich, Nathan L. Clarke
Cloud QoS Scaling by Fuzzy Logic. IC2E (2014)
Carina Fredrich, Hendrik Kuijs, Christoph Reich
Benutzerorientierte Ontologie im Bereich Ambient Assisted Living. STeP (2014)
Frank Dölitzscher, Martin Knahl, Christoph Reich, Nathan L. Clarke
Anomaly Detection in IaaS Clouds. CloudCom (1) (2013)
Thomas Rübsamen, Christoph Reich
Cloud Audits and Privacy Risks. OTM Conferences (2013)
Stefan Frey, Claudia Lüthje, Ralf Teckelmann, Christoph Reich
Adaptable Service Level Objective Agreement (A-SLO-A) for Cloud Services. CLOSER (2013)
Anthony Sulistio, Christoph Reich
Towards a Self-protecting Cloud. OTM Conferences (2013)
Thomas Rübsamen, Christoph Reich
Supporting Cloud Accountability by Collecting Evidence Using Audit Agents. CloudCom (1) (2013)
Sururah A. Bello, Christoph Reich
Cloud Utility Price Models. CLOSER (2013)
Christoph Reich, Thomas Rübsamen
Shibboleth Web-proxy for Single Sign-on of Cloud Services. CLOSER (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christoph Reich