Further information
Field of research and / or teaching
Schwerpunkte in der Lehre
- Netzwerk- und Internettechnologien, Netzwerkadministration und -management
- Netzwerkprogrammierung
- Verteilte Softwarearchitekturen, Middleware
- IT-Management
- IT-Security, IT-Security-Management
- Cloud Computing
Forschungs- und Interessengebiete
- Middleware
- Netzwerkttechnologien
- IT-Security
- Cloud Computing
- Quality of Service
- Ambient Assisted Living
Publications
Reich, Christoph
2025 | |||
| Martin Haimerl, Christoph Reich | Risk-based evaluation of machine learning-based classification methods used for medical devices | BMC Medical Informatics and Decision Making, Vol.25.2025, 2025 | BibTeX | RIS | DOI | URN |
2024 | |||
| Ning Ding, Tamer Abdulbaki Alshirbaji, Christoph Reich, Knut Möller | AI-based solutions in endoscopy image processing : robustness and certification | CoHMed Final Symposium Proceedings, 12th September 2024, Villingen-Schwenningen, Germany - Abstract Proceedings, pp. 4-5, 2024 | BibTeX | RIS | DOI | URN |
| Fatemeh Stodt, Fabrice Theoleyre, Christoph Reich | Advancing Network Survivability and Reliability: Integrating XAI-Enhanced Autoencoders and LDA for Effective Detection of Unknown Attacks | 20th International Conference on the Design of Reliable Communication Networks (DRCN), 6-9 May 2024, Montreal, Canada, pp. 9-16, 2024 | BibTeX | RIS | DOI |
| Rudolf Hoffmann, Slimane Arbaoui, Léa Charbonnier, Amel Hidouri, Ali Ayadi, Franco Giustozzi, Thomas Heitz, Julien Saunier, Frédéric Pelascini, Christoph Reich, Ahmed Samet, Cecilia Zanni-Merk | Artificial Intelligence for Quality Assurance and Troubleshooting in Industry | Proceedings of the Upper-Rhine Artificial Intelligence Symposium 2024 : Applied AI in the age of Generative AI, URAI 2024, 13. - 14. November 2024, Offenburg, Germany, 2024 | BibTeX | RIS | URN |
| Daniel Schönle, Christoph Reich, Djaffar Ould-Abdeslam, Daniela Fiedler, Ute Harms, Johannes Poser | Automatic Assessment of Student Answers using Large Language Models : Decoding Didactic Concepts | IARIA Congress 2024 : The 2024 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications, June 30 - July 4, 2024, Porto, Portugal, pp. 158-167, 2024 | BibTeX | RIS |
| Manav Madan, Christoph Reich, Anton Unakafov, Valentina 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 | Engineering Applications of Neural Networks : 25th International Conference, EANN 2024, June 27–30, 2024, Corfu, Greece; Proceedings, pp. 56-69, 2024 | BibTeX | RIS | DOI |
| Fatemeh Stodt, Mohammed B. Alshawki, Christoph Reich, Fabrice Theoleyre, Peter Ligeti | Blockchain-Based Privacy-Preserving Shop Floor Auditing Architecture | IEEE Access, Vol.12.2024, pp. 26747-26758, 2024 | BibTeX | RIS | DOI | URN |
| CoHMed Final Symposium, 12th September 2024, Villingen-Schwenningen, Germany - Abstract Proceedings | Knut Möller, Christoph Reich, Alfons Dehé, Harald Stallforth, Yvonne Glienke, Kathrin Eckerlin, Victoria-Katharina Martinelli, Ashish Bhave (Eds.)2024 | BibTeX | RIS | DOI | URN | |
| Fatemeh Stodt, Nicolai Maisch, Philipp Ruf, Armin Lechler, Oliver Riedel, Christoph Reich | Collaborative Smart Production Supply Chains with Blockchain Based Digital Product Passports | Preprints.org, 2024 | BibTeX | RIS | DOI |
| Liane-Marina Messmer, Christoph Reich, Djaffar Ould-Abdeslam | Context-Aware Machine Learning : A Survey | Proceedings of the Future Technologies Conference (FTC) 2024, Volume 1 Conference Proceedings, pp. 252-272, 2024 | BibTeX | RIS | DOI |
| Jan Stodt, Christoph Reich, Martin Knahl | Demystifying XAI : Requirements for Understandable XAI Explanations | Digital Health and Informatics : Innovations for Sustainable Health Care Systems; Proceedings of MIE 2024, 25–29 August 2024, Athens, Greece, pp. 565-569, 2024 | BibTeX | RIS | DOI | URN |
| Liane-Marina Meßmer, Patrizia Held, Alexander Bejan, Christophe Kunze, Christoph Reich | Designing a Dementia Caregiver-Centered Recommendation and Context-Aware AI Media Analytical Application : A Comprehensive System Requirements Analysis | International Journal of Human–Computer Interaction, 2024 | BibTeX | RIS | DOI | URN |
| Ivana Ognjanović, Luka Lakovic, Ramo Šendelj, Lazlo Bokor, Peter A. Kara, Christoph Reich, Manav Madan, Milovan Roganović, Emmanouil Zouilas, John Mantas, Jevto Eraković, Tanja Radusinović, Nada Rakočević | Digital Innovations Development: Causal factors and relations - A Case Study of Montenegro | 2024 28th International Conference on Information Technology (IT), February, 21-24, 2024, Zabljak, Montenegro, 2024 | BibTeX | RIS | DOI |
| Fatemeh Stodt, Christoph Reich | Digital Wallets and Identity Management : Pioneering Advances for Cloud Service Evolution | International Journal on Advances in Software, 17.2024(1 & 2), pp. 13-22, 2024 | BibTeX | RIS |
| Niels Schneider, Philipp Ruf, Matthias Lermer, Christoph Reich | Edge AI Deployment and Stream-Based Time Series Classification Within ARTHUR | Cloud Computing and Services Science : 12th International Conference, CLOSER 2022, Virtual Event, April 27–29, 2022, and 13th International Conference, CLOSER 2023, Prague, Czech Republic, April 26–28, 2023, Revised Selected Papers ; Conference proceedings, pp. 137-149, 2024 | BibTeX | RIS | DOI |
| Julius Wiggerthale, Christoph Reich | Explainable Machine Learning in Critical Decision Systems : Ensuring Safe Application and Correctness | AI, 5.2024(4), pp. 2864-2896, 2024 | BibTeX | RIS | DOI | URN |
| Jan Stodt, Christoph Reich, Martin Knahl, Nathan Clarke | Explainable Object Classification : Integrating Object Parts/Attributes and Expertise | 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), 28 October – 30 October 2024, Herndon, VA, USA, pp. 128-135, 2024 | BibTeX | RIS |
| Dirk Hölscher, Christoph Reich, Frank Gut, Martin Knahl, Nathan Clarke | Exploring the Efficacy and Limitations of Histogram-Based Fake Image Detection | Procedia Computer Science, Vol.246.2024, pp. 2882-2891, 2024 | BibTeX | RIS | DOI | URN |
| Peter A. Kara, Ivana Ognjanović, Dirk Hölscher, Lazar Scekic, Pavle Kovacevic, John Mantas, Ramo Šendelj, Luka Lakovic, Ana Maksimovic, Nada Rakočević, Milovan Roganović, Christoph Reich, Aniko Simon, Laszlo Bokor | Human-Centric Digitization in Montenegro : Progress through 17 Years of National Independence and Future Trends | Electronics, 13.2024(13), 2024 | BibTeX | RIS | DOI | URN |
| Niels Schneider, Lermer Matthias, Christoph Reich | Investigating the Performance of CNN Feature Extractor-Based LSTM and GRU variants for Time Series Classification | Procedia Computer Science, Vol.246.2024, pp. 1070-1079, 2024 | BibTeX | RIS | DOI | URN |
| Jan Stodt, Christoph Reich, Nathan Clarke | Investigating the Usability of XAI in AI-based Image Classification | IFAC-PapersOnLine, 58.2024(24), pp. 362-367, 2024 | BibTeX | RIS | DOI | URN |
| Christoph Reich, Bahman Azarhoushang, Heike Kitzig-Frank, Niels Schneider | KI-unterstützte Fertigung mit dem DQ-Meister : Digitaler Qualitäts-Meister | Moderne Zerspanungstechnologie : neue Entwicklungen und Trends aus Forschung und Praxis : Jahrbuch zum 5. Innovation Forum Zerspanungstechnologie, 2024, pp. 25-1-25-12, 2024 | BibTeX | RIS |
| Daniel Schönle, Christoph Reich, Djaffar Ould-Abdeslam | Linguistic-Aware WordPiece Tokenization : Semantic Enrichment and OOV Mitigation | 2024 6th International Conference on Natural Language Processing (ICNLP), 22 - 24 March 2024, Xi'an, China, pp. 134-142, 2024 | BibTeX | RIS | DOI |
| Rudolf Hoffmann, Christoph Reich | Machine Learning Models with Fault Tree Analysis for Explainable Failure Detection in Cloud Computing | Proceedings of the 14th International Conference on Cloud Computing and Services Science, May 2-4, 2024, Angers, France, pp. 295-302, 2024 | BibTeX | RIS | DOI | URN |
| Ivana Ognjanović, Ramo Šendelj, Luka Laković, Christoph Reich, Manav Madan, Laszlo Bokor, Peter A. Kara, John Mantas, Emmanouil Zoulias, Martina Golob, Nataša Šimšić, Irena Orović, Jelena Terzić, Tanja Radusinović, Nada Rakočević, Jevto Eraković, Milovan Roganović, Nataša Žugić, Marijan Marijanović | Montenegrin Digital Academic Innovation Hub : Experience in Supporting Digital Health Innovations | Digital health and informatics innovations for sustainable health care systems: Proceedings for MIE 2024, 25-29 August 2024, Athens, Greece, pp. 346-347, 2024 | BibTeX | RIS | DOI | URN |
| Dirk Hölscher, Christoph Reich, Martin Knahl, Frank Gut, Nathan Clarke | Pix2Pix Hyperparameter Optimisation Towards Ideal Universal Image Quality Index Score | Intelligent Systems and Applications : Proceedings of the 2023 Intelligent Systems Conference (IntelliSys) Volume 1, pp. 862-882, 2024 | BibTeX | RIS | DOI |
| 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 Reality & Intelligent Hardware, 6.2024(2), pp. 83-99, 2024 | BibTeX | RIS | DOI | URN |
| Daniel Schönle, Daniela Fiedler, Ute Harms, Christoph Reich, Djaffar Ould-Abdeslam | Transformative educational technologies : chatbot integration and teacher trainee reception in simulated classrooms | EDULEARN24 : 16th International Conference on Education and New Learning Technologies, 1st-3rd of July, 2024, Palma, Spain ; Conference Proceedings, pp. 7406-7416, 2024 | BibTeX | RIS | DOI |
| Jan Stodt, Christoph Reich, Nathan Clarke | Unified Intersection over Union for Explainable Artificial Intelligence | Intelligent Systems and Applications : Proceedings of the 2023 Intelligent Systems Conference (IntelliSys) Volume 2; 7-8 September 2023, Amsterdam, pp. 758-770, 2024 | BibTeX | RIS | DOI |
2023 | |||
| Jan Stodt, Christoph Reich, Nathan Clarke | A Novel Metric for XAI Evaluation Incorporating Pixel Analysis and Distance Measurement | 2023 IEEE 35th International Conference on Tools with Artificial Intelligence : ICTAI 2023, 6-8 November 2023, Atlanta GA, USA, 2023 | BibTeX | RIS | DOI |
| Fatemeh Stodt, Christoph Reich | A Review on Digital Wallets and Federated Service for Future of Cloud Services Identity Management | Service Computation 2023 : The Fifteenth International Conference on Advanced Service Computing, June 26, 2023 to June 30, 2023, Nice, France, pp. 16-20, 2023 | BibTeX | RIS |
| Jan Stodt, Manav Madan, Christoph Reich, Luka Filipovic, Tomi Ilijas | A Study on the Reliability of Visual XAI Methods for X-Ray Images | Healthcare Transformation with Informatics and Artificial Intelligence : ICIMTH 2023, the 21st International Conference on Informatics, Management, and Technology in Healthcare, 1-3 July 2023, Athens, Greece, pp. 32-35, 2023 | BibTeX | RIS | DOI | URN |
| Rudolf Hoffmann, Christoph Reich | A Systematic Literature Review on Artificial Intelligence and Explainable Artificial Intelligence for Visual Quality Assurance in Manufacturing | Electronics, 12.2023(22), 2023 | BibTeX | RIS | DOI | URN |
| Niels Schneider, Philipp Ruf, Matthias Lermer, Christoph Reich | ARTHUR – Distributed Measuring System for Synchronous Data Acquisition from Different Data Sources | Embedded World 2023 Exhibition & Conference : 14-16 March 2023, Nuremberg, Germany, pp. 19-22, 2023 | BibTeX | RIS |
| Niels Schneider, Philipp Ruf, Matthias Lermer, Christoph Reich | ARTHUR: Machine Learning Data Acquisition System with Distributed Data Sensors | Proceedings of the 13th International Conference on Cloud Computing and Services Science CLOSER, April 26-28, 2023, Prague, Czech Republic - Volume 1, pp. 155-163, 2023 | BibTeX | RIS | DOI |
| Philipp Ruf, Christoph Reich, Djaffar Ould-Abdeslam | Applying Multimodal Data to Meta Learning for Time-Series Analysis in CPS | IARIA Congress 2023 : International Conference on Technical Advances and Human Consequences, November 13th-17th, 2023, Valencia, Spain, pp. 136-143, 2023 | BibTeX | RIS |
| Aniko Simon, Luka Lakovic, Pavle Kovacevic, Peter A. Kara, Ivana Ognjanović, Ramo Šendelj, Christoph Reich, Milovan Roganović, John Mantas, Laszlo Bokor | Assistive Technical Communication of Montenegrin eServices: a Case Study | 27th International Information Technology Conference (IT 2023), 15th - 18th February 2023, Zabljak, Montenegro, 2023 | BibTeX | RIS |
| Fatemeh Stodt, Jan Stodt, Christoph Reich | Blockchain Secured Dynamic Machine Learning Pipeline for Manufacturing | Applied Sciences, 13.2023(2), 2023 | BibTeX | RIS | DOI | URN |
| Fatemeh Stodt, Christoph Reich | Bridge of Trust: Cross Domain Authentication for Industrial Internet of Things (IIoT) Blockchain over Transport Layer Security (TLS) | Electronics, 12.2023(11), 2023 | BibTeX | RIS | DOI | URN |
| Liane-Marina Meßmer, Christoph Reich, Djaffar Ould-Abdeslam | Context-aware Acoustic Signal Processing | Procedia Computer Science, Vol.225.2023, pp. 1073-1082, 2023 | BibTeX | RIS | DOI | URN |
| Manav Madan, Christoph Reich, Frank Hassenpflug | Drawing and Analysis of Bounding Boxes for Object Detection with Anchor-Based Models | Image Analysis : 23rd Scandinavian Conference, SCIA 2023, Sirkka, Finland, April 18–21, 2023, Proceedings, Part I, pp. 359-373, 2023 | BibTeX | RIS | DOI |
| Luka Lakovic, Peter A. Kara, Ivana Ognjanović, Laszlo Bokor, Ramo Šendelj, Christoph Reich, Milovan Roganović, Emmanouil Zoulias, Jevto Eraković, Tanja Radusinović, Nada Rakočević, Aniko Simon | Evaluation of the Montenegrin Academic Digital Innovation Hub | 27th International Information Technology Conference (IT 2023), 15th - 18th February 2023, Zabljak, Montenegro, 2023 | BibTeX | RIS |
| Emmanouil Zoulias, John Mantas, Ivana Ognjanović, Ramo Šendelj, Luka Lakovic, Peter A. Kara, Laszlo Bokor, Christoph Reich | Health Informatics Training Programs to Strengthen Health Workforce in Montenegro | Healthcare Transformation with Informatics and Artificial Intelligence : ICIMTH 2023, the 21st International Conference on Informatics, Management, and Technology in Healthcare, 1-3 July 2023, Athens, Greece, pp. 596-599, 2023 | BibTeX | RIS | DOI | URN |
| Fatemeh Stodt, Christoph Reich | Introducing a Fair Tax Method to Harden Industrial Blockchain Applications against Network Attacks: A Game Theory Approach | Computers, 12.2023(3), 2023 | BibTeX | RIS | DOI | URN |
| Daniel Schönle, Christoph Reich, Djaffar Ould-Abdeslam | Linguistic Driven Feature Selection for Text Classification as Stop Word Replacement | Journal of Advances in Information Technology, 14.2023(4), pp. 796-802, 2023 | BibTeX | RIS | DOI | URN |
| Ivana Ognjanović, Ramo Šendelj, Luka Laković, John Mantas, Emmanouil Zoulias, Laszlo Bokor, Peter A. Kara, Christoph Reich, Irena Orović, Milovan Roganović, Tanja Radusinović, Nada Rakočević, Nataša Žugić | Montenegrin Digital Academic Innovation Hub: Supporting Digital Education, Business and Innovations in Medical Informatics | Healthcare Transformation with Informatics and Artificial Intelligence : ICIMTH 2023, the 21st International Conference on Informatics, Management, and Technology in Healthcare, 1-3 July 2023, Athens, Greece, pp. 602-603, 2023 | BibTeX | RIS | DOI | URN |
| Hans-Georg Enkler, Wolfgang Kunert, Stefan Pfeffer, Kai-Jonas Bock, Steffen Axt, Jonas Johannink, Christoph Reich | On the way to surgineering a laparoscopic pre-training system in virtual reality with validated haptic feedback | CARS 2023 Computer Assisted Radiology and Surgery. Proceedings of the 37th International Congress and Exhibition Munich, June 20–23, 2023, Munich, Germany, 2023 | BibTeX | RIS |
| Dirk Hölscher, Christoph Reich, Frank Gut, Martin Knahl, Nathan Clarke | Pix2Pix Hyperparameter Optimisation Prediction | Procedia Computer Science, Vol.225.2023, pp. 1009-1018, 2023 | BibTeX | RIS | DOI | URN |
| Martin Haimerl, Christoph Reich | Risk-based Evaluation of ML Classification Methods Used for Medical Devices | Research Square, 2023 | BibTeX | RIS | DOI | URN |
| Elizabeth Ndunge Mutua, Bernard Shwabwabo Kasamani, Christoph Reich | Smartphone Fundus Photography Enhancement for Retinopathy of Prematurity Disease Diagnosis Using Deep Learning | 6th International Conference of Computer and Informatics Engineering (IC2IE 2023), 14-15 September 2023, Lombok, Indonesia, pp. 101-108, 2023 | BibTeX | RIS | DOI |
| Peter A. Kara, Ivana Ognjanović, Ingo Maindorfer, John Mantas, Andras Wippelhauser, Ramo Šendelj, Luka Lakovic, Milovan Roganović, Christoph Reich, Aniko Simon, Laszlo Bokor | The Present and Future of a Digital Montenegro: Analysis of C-ITS, Agriculture, and Healthcare | Eng, 4.2023(1), pp. 341-366, 2023 | BibTeX | RIS | DOI | URN |
| Aniko Simon, Qiu Xinyu, Peter A. Kara, Luka Lakovic, Ivana Ognjanović, Ramo Šendelj, Christoph Reich, Milovan Roganović, John Mantas, Laszlo Bokor | The User, the Watch, and the Bestseller: Study on the Utilization of Smart Medical Wearables and Their User Manuals | Healthcare Transformation with Informatics and Artificial Intelligence : ICIMTH 2023, the 21st International Conference on Informatics, Management, and Technology in Healthcare, 1-3 July 2023, Athens, Greece, pp. 361-364, 2023 | BibTeX | RIS | DOI | URN |
| Fatemeh Stodt, Christoph Reich, Axel Sikora, Dominik Welte | Trust Management System for Hybrid Industrial Blockchains | IEEE International Conference on Industrial Informatics (INDIN 2023), 17 July - 20 July, Lemgo, Germany, 2023 | BibTeX | RIS | DOI |
2022 | |||
| Matthias Lermer, Christoph Reich, Djaffar Ould-Abdeslam | An Evolutionary Strategy Based Training Optimization of Supervised Machine Learning Algorithms (EStoTimeSMLAs) | 5th Asia Conference on Machine Learning and Computing, ACMLC 2022, 28-30 December 2022, Bangkok, Thailand, pp. 11-15, 2022 | BibTeX | RIS | DOI |
| Philipp Ruf, Christoph Reich, Djaffar Ould-Abdeslam | Aspects of Module Placement in Machine Learning Operations for Cyber Physical Systems | 2022 11th Mediterranean Conference on Embedded Computing (MECO), 07-10 June 2022, Budva, Montenegro, 2022 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Peter Ligeti, Adam Nagy, Christoph Reich | Distributed Address Table (DAT): A Decentralized Model for End-to-End Communication in IoT | Peer-to-Peer Networking and Applications, 15.2022(1), pp. 178-193, 2022 | BibTeX | RIS | DOI | URN |
| 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 | International Journal of Computer Assisted Radiology and Surgery, 17.2022(12), pp. 2231-2237, 2022 | BibTeX | RIS | DOI | URN |
| Jan Stodt, Christoph Reich, Nathan Clarke | Explainable AI with Domain Adapted FastCAM for Endoscopy Images | Computational Science – ICCS 2022 : 22nd International Conference, London, UK, June 21–23, 2022, Proceedings, Part III, pp. 57-64, 2022 | BibTeX | RIS | DOI |
| Philipp Ruf, Christoph Reich, Djaffar Ould-Abdeslam | Flexibility of Modular and Accountable MLOps Pipelines for CPS | IARIA Congress 2022 : International Conference on Technical Advances and Human Consequences, July 24th - 28th, 2022, Nice, France, pp. 69-75, 2022 | BibTeX | RIS |
| Hans-Georg Enkler, Stefan Pfeffer, Christoph Reich | Haptik in der Virtuellen Realität | 2022 | BibTeX | RIS |
| Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, Christoph Reich, Francois Bertrand de Beuvron, Arnold Beckmann, Cinzia Giannetti | KSPMI: A Knowledge-based System for Predictive Maintenance in Industry 4.0 | Robotics and Computer-Integrated Manufacturing, 74.2022(April), 2022 | BibTeX | RIS | DOI |
| Fatemeh Ghovanlooy Ghajar, Axel Sikora, Jan Stodt, Christoph Reich | Machine Learning Models in Industrial Blockchain, Attacks and Contribution | The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022 : AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany, pp. 106-111, 2022 | BibTeX | RIS | URN |
| Christoph Reich | Mit Deep Learning Oberflächenfehler erkennen | 2022 | BibTeX | RIS |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | POSTER: ODABE: Outsourced Decentralized CP-ABE in Internet of Things | Applied Cryptography and Network Security Workshops : ACNS 2022 Satellite Workshops ; AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA, Rome, Italy, June 20–23, 2022, Proceedings, pp. 611-615, 2022 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | SDABE: Efficient Encryption in Decentralized CP-ABE using Secret Sharing | International Conference on Electrical, Computer and Energy Technologies (ICECET), 20-22 July 2022, Prague, Czech Republic, 2022 | BibTeX | RIS | DOI |
| Dirk Hölscher, Christoph Reich, Martin Knahl, Frank Gut, Nathan Clarke | Surface Quality Augmentation for Metalworking Industry with Pix2Pix | Procedia Computer Science, Vol.207.2022, pp. 897-906, 2022 | BibTeX | RIS | DOI | URN |
| Alexander Melde, Manav Madan, Paul Gavrikov, David Hoof, Astrid Laubenheimer, Janis Keuper, Christoph Reich | Tackling Key Challenges of AI Development – Insights from an Industry-Academia Collaboration | The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022 : AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany, pp. 112-121, 2022 | BibTeX | RIS | URN |
| Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke, Ivana Ognjanović | The Need for Emergency-Based Access Control in AAL Systems | 2022 11th Mediterranean Conference on Embedded Computing (MECO), 7-10 June 2022, Budva, Montenegro, 2022 | BibTeX | RIS | DOI |
| The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022 : AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany | Christoph Reich, Ulrich Mescheder (Eds.)2022 | BibTeX | RIS | URN | |
| Jan Stodt, Fatemeh Stodt, Christoph Reich, Nathan Clarke | Verifiable Machine Learning Models in Industrial IoT via Blockchain | Advanced Computing : 12th International Conference, IACC 2022, Hyderabad, India, December 16–17, 2022, Revised Selected Papers, Part II, pp. 66-84, 2022 | BibTeX | RIS | DOI |
2021 | |||
| Mohammed B. Alshawki, Yuping Yan, Peter Ligeti, Christoph Reich | Attred: Attribute Based Resource Discovery for IoT | Sensors, 21.2021(14), 2021 | BibTeX | RIS | DOI | URN |
| Manav Madan, Christoph Reich | Comparison of Benchmarks for Machine Learning Cloud Infrastructures | CLOUD COMPUTING 2021 : The Twelfth International Conference on Cloud Computing, GRIDs, and Virtualization, April 18 - 22, 2021, Porto, Portugal, pp. 41-47, 2021 | BibTeX | RIS |
| Daniel Schönle, Christoph Reich, Djaffar Ould-Abdeslam | Data-Driven Tutoring: challenges and prospects | ICERI2021 Proceedings : 4th Annual International Conference of Education, Research and Innovation, 8-9 November, 2021, Online, pp. 4584-4594, 2021 | BibTeX | RIS | DOI |
| Philipp Ruf, Manav Madan, Christoph Reich, Djaffar Ould-Abdeslam | Demystifying MLOps and Presenting a Recipe for the Selection of Open-Source Tools | Applied Sciences, 11.2021(19), 2021 | BibTeX | RIS | DOI | URN |
| Christoph Reich | Erklärbare KI in der medizinischen Bildverarbeitung | 13. Innovation Forum Medizintechnik, 21. Oktober 2021, Tuttlingen, Germany, 2021 | BibTeX | RIS |
| Matthias Lermer, Christoph Reich, Djaffar Ould-Abdeslam | Hybrid AI improves Energy Forecasts by combining Fuzzy Rules, Evolutionary Strategies and Neural Networks | IECON 2021, 47th Annual Conference of the IEEE Industrial Electronics Society, 13-16 Oct. 2021, Toronto, ON, Canada, 2021 | BibTeX | RIS | DOI |
| Daniel Schönle, Kevin Wallis, Jan Stodt, Christoph Reich, Dominik Welte, Axel Sikora | Industry Use Cases on Blockchain Technology | Industry Use Cases on Blockchain Technology Applications in IoT and the Financial Sector, IGI Global: Hershey, PA, pp. 248-276, 2021 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | LADA: Locality Aware Distributed Addressing for Edge/Fog Computing Infrastructures | ICECET International Conference on Electrical, Computer and Energy Technologies, 9 - 10 December 2021, Cape Town, South Africa, 2021 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | Lamred: Location-Aware and Decentralized Multi-Layer Resource Discovery for IoT | Acta Cybernetica, 25.2021(2), pp. 319-349, 2021 | BibTeX | RIS | DOI | URN |
| Jan Stodt, Christoph Reich | Machine Learning Development Audit Framework: Assessment and Inspection of Risk and Quality of Data, Model and Development Process | International Journal of Computer and Information Engineering, 15.2021(3), pp. 187-193, 2021 | BibTeX | RIS | URN |
| Liane Meßmer, Christoph Reich | Potentials of Semantic Image Segmentation Using Visual Attention Networks for People with Dementia | The Upper-Rhine Artificial Intelligence Symposium, UR-AI 2021, Artificial Intelligence - Application in Life Sciences and Beyond, 27th October 2021, Kaiserslautern, Germany, pp. 234-243, 2021 | BibTeX | RIS | DOI |
| Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer | Protection Measurements for Distributed Decision Trees | International Journal for Information Security Research (IJISR), 11.2021(1), pp. 962-971, 2021 | BibTeX | RIS |
| Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer | QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0 | 14th IEEE/ACM International Conferencce on Utility and Cloud Computing(UCC2021), December 6-9, 2021, Leicester, UK, 2021 | BibTeX | RIS |
| Jan Stodt, Daniel Schönle, Christoph Reich, Fatemeh Ghovanlooy Ghajar, Dominik Welte, Axel Sikora | Security Audit of a Blockchain-Based Industrial Application Platform | Algorithms, 14.2021(4), 2021 | BibTeX | RIS | DOI | URN |
| Philipp Ruf, Jan Stodt, Christoph Reich | Security Threats of a Blockchain-Based Platform for Industry Ecosystems in the Cloud | Proceedings of the 2021 Fifth World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4), July 29 - 30, 2021, London, UK, pp. 192-199, 2021 | BibTeX | RIS | DOI |
2020 | |||
| Mohammed B. Alshawki, Yuping Yan, Peter Ligeti, Christoph Reich | A Decentralized Resource Discovery Using Attribute Based Encryption for Internet of Things | 2020 4th Cyber Security in Networking Conference (CSNet), October 21-23, 2020, Lausanne, Switzerland, 2020 | BibTeX | RIS | DOI |
| Kevin Wallis, Jan Stodt, Eugen Jastremskoj, Christoph Reich | Agreements between Enterprises digitized by Smart Contracts in the Domain of Industry 4.0 | 10th International Conference on Computer Science, Engineering and Applications (CCSEA 2020) : July 25-26, 2020, London, United Kingdom, pp. 23-32, 2020 | BibTeX | RIS | DOI |
| Christoph Reich | Blockchain-Technologien im Schaltschrank | 2020 | BibTeX | RIS |
| Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich | Combining Chronicle Mining and Semantics for Predictive Maintenance in Manufacturing Processes | Semantic Web : Interoperability, Usability, Applicability, 2020(Online First), 2020 | BibTeX | RIS |
| Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich | Combining Evidential Clustering and Ontology Reasoning for Failure Prediction in Predictive Maintenance | Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) : Volume 2, February 22-24, 2020, Valletta, Malta, pp. 618-625, 2020 | BibTeX | RIS | DOI |
| Holger Gantikow, Tom Zöhner, Christoph Reich | Container Anomaly Detection Using Neural Networks Analyzing System Calls | 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing : PDP 2020, 11-13 March 2020, Västerås, Sweden, pp. 408-412, 2020 | BibTeX | RIS | DOI |
| Kevin Wallis, Fabian Schillinger, Elias Backmund, Christoph Reich, Christian Schindelhauer | Context-Aware Anomaly Detection for the Distributed Data Validation Network in Industry 4.0 Environments | Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2020), July 27-28, 2020, London, United Kingdom, pp. 7-14, 2020 | BibTeX | RIS | DOI |
| Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer | Corrupted Nodes and their Impact on a Distributed Decision Tree | World Congress on Internet Security (WorldCIS-2020), December, 8, 2020 - December, 10, 2020, online, pp. 11-18, 2020 | BibTeX | RIS | DOI |
| Christian Reser, Christoph Reich | DCGAN-Based Data Augmentation for Enhanced Performance of Convolution Neural Networks | Data Analytics 2020 : The Ninth International Conference on Data Analytics, October 25 - 29, 2020, Nice, France, pp. 47-53, 2020 | BibTeX | RIS |
| Jan Stodt, Christoph Reich | Data Confidentiality In P2P Communication And Smart Contracts Of Blockchain In Industry 4.0 | 10th International Conference on Computer Science, Engineering and Applications (CCSEA 2020), July 25~26, 2020, London, United Kingdom, 2020 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Kevin Wallis, Peter Ligeti, Christoph Reich | Distributed data validation network in IoT: a decentralized validator selection model | IoT '20: Proceedings of the 10th International Conference on the Internet of Things, October 6-9 , Malmö, Sweden, 2020 | BibTeX | RIS | DOI |
| Isman M. Khazi, Andras Kovacs, Ali Zahedi, Christian Reser, Ulrich Mescheder, Bahman Azarhoushang, Christoph Reich | In situ Qualitätsbeurteilung von Schleifprozessen mittels Mikrosystemtechnik basierter Sensorfusion | ZfP heute : Wissenschaftliche Beiträge zur zerstörungsfreien Prüfung heute; Sonderband 2020, pp. 99-101, 2020 | BibTeX | RIS |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | Private/Public Resource Discovery for IoT: A Two-Layer Decentralized Model | (CS)2 - The 12th Conference of PhD Students in Computer Science, June 24 - 26, 2020, online, 2020 | BibTeX | RIS |
| Isman M. Khazi, Andras Kovacs, Ali Zahedi, Christian Reser, Ulrich Mescheder, Bahman Azarhoushang, Christoph Reich | Real time In-Situ Quality Monitoring of Grinding Process using Microtechnology based Sensor Fusion | 2020 IEEE International Conference on Semiconductor Electronics (ICSE), Kuala Lumpur, Malaysia, 2020, pp. 180-184, 2020 | BibTeX | RIS | DOI |
| Mohammed B. Alshawki, Peter Ligeti, Christoph Reich | Region-Based Distributed Hash Table for Fog Computing Infrastructure | 13th Joint Conference on Mathematics and Computer Science MaCS 2020, October 1-3, 2020, Budapest, Hungary, 2020 | BibTeX | RIS |
| Holger Gantikow, Steffen Walter, Christoph Reich | Rootless Containers with Podman for HPC | High Performance Computing : ISC High Performance 2020, International Workshops, Frankfurt, Germany, June 21–25, 2020, Revised Selected Papers, pp. 343-354, 2020 | BibTeX | RIS | DOI |
| Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke | Rule-Based Security Monitoring of Containerized Environments | Cloud Computing and Services Science: 9th International Conference, CLOSER 2019, Heraklion, Crete, Greece, May 2–4, 2019, Revised Selected Papers, pp. 66-86, 2020 | BibTeX | RIS | DOI |
| Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet, Francois Bertrand de Beuvron, Christoph Reich | Using Rule Quality Measures for Rule Base Refinement in Knowledge-based Predictive Maintenance Systems | Cybernetics and Systems : An International Journal, 51.2020(2), pp. 161-176, 2020 | BibTeX | RIS | DOI |
2019 | |||
| Timo Bayer, Lothar Mödel, Christoph Reich | A Fog-Cloud Computing Infrastructure for Condition Monitoring and Distributing Industry 4.0 Services | Proceedings of the 9th International Conference on Cloud Computing and Services Science, CLOSER 2019, Heraklion, Crete, Greece, May 2-4, 2019, pp. 233-240, 2019 | BibTeX | RIS | DOI |
| Saad Alqahtany, Nathan L. Clarke, Steven Furnell, Christoph Reich | An Evaluation of a Cloud-based Forensic Acquisition and Analysis System (Cloud FAAS) | 18th Annual Security Conference : Securing the Interconnected World, April 29 - May 1, 2019, Las Vegas, NV, USA, 2019 | BibTeX | RIS |
| Qiushi Cao, Ahmed Samet, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich | An Ontology-based Approach for Failure Classification in Predictive Maintenance Using Fuzzy C-means and SWRL Rules | Procedia Computer Science, Vol.159.2019, pp. 630-639, 2019 | BibTeX | RIS | DOI |
| Matthias Lermer, Christoph Reich | Creation of Digital Twins by Combining Fuzzy Rules with Artificial Neural Networks | IECON 2019 : 45th Annual Conference of the IEEE Industrial Electronics Society, 14 - 17 October, 2019, Lisbon, Portugal; Proceedings, pp. 5849-5854, 2019 | BibTeX | RIS | DOI |
| 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 : Proceedings of the 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS); Volume 2, September 18 - 21, 2019, Metz, France, pp. 1136-1141, 2019 | BibTeX | RIS | DOI |
| Christian Reser, Christoph Reich | Grinding Burn Prediction with Artificial Neural Networks based on Grinding Parameters | Smart SysTech 2019 : European Conference on Smart Objects, Systems and Technologies : June 04- 05, 2019, Magdeburg, Germany, pp. 56-60, 2019 | BibTeX | RIS | URN |
| Christoph Reich, Ahmed Samet | Halfback Project: The Use of Machine Learning to Achieve High-Availability in Production | Artificial Intelligence: From Research to Application: The Upper-Rhine Artificial Intelligence Symposium UR-AI 2019, March 13th, 2019, Offenburg, Germany, pp. 7-13, 2019 | BibTeX | RIS |
| Hendrik Kuijs, Timo Bayer, Christoph Reich, Martin Knahl, Nathan Clarke | Privacy Enhancing Data Access Control for Ambient Assisted Living | Proceedings of the 9th International Conference on Cloud Computing and Services Science : May 2-4, 2019, in Heraklion, Crete, Greece, pp. 448-455, 2019 | BibTeX | RIS | DOI |
| Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke | Rule-based Security Monitoring of Containerized Workloads | Proceedings of the 9th International Conference on Cloud Computing and Services Science, CLOSER 2019, Heraklion, Crete, Greece, May 2-4, 2019, pp. 543-550, 2019 | BibTeX | RIS | DOI |
| Kevin Wallis, Fabian Schillinger, Christoph Reich, Christian Schindelhauer | Safeguarding Data Integrity by Cluster-Based Data Validation Network | Proceedings of the Third World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4), 30-31 July 2019, London, United Kingdom, 2019 | BibTeX | RIS | DOI |
| Qiushi Cao, Franco Giustozzi, Cecilia Zanni-Merk, Francois Bertrand de Beuvron, Christoph Reich | Smart Condition Monitoring for Industry 4.0 Manufacturing Processes: An Ontology-Based Approach | Cybernetics and Systems: An International Journal, 50.2019(2), pp. 82-96, 2019 | BibTeX | RIS | DOI |
| Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich | Towards a Core Ontology for Condition Monitoring | Procedia Manufacturing, pp. 177-182, 2019 | BibTeX | RIS | DOI |
2018 | |||
| Dirk Hölscher, Timo Bayer, Philipp Ruf, Christoph Reich, Frank Gut | A Big Data Quality Preprocessing and Domain Analysis Provisioner Framework Using Cloud Infrastructures | ALLDATA 2018: The Fourth International Conference on Big Data, Small Data, Linked Data and Open Data, April 22, 2018 to April 26, 2018 - Athens, Greece, pp. 53-58, 2018 | BibTeX | RIS |
| Kevin Wallis, Marc Merzinger, Christoph Reich, Christian Schindelhauer | A Security Model based Authorization Concept for OPC Unified Architecture | Proceedings of the 10th International Conference on Advances in Information Technology: IAIT 2018, Bangkok, Thailand, December 10-13, 2018, 2018 | BibTeX | RIS | DOI |
| Kevin Wallis, Marc Hüffmeyer, Ayhan S. Koca, Christoph Reich | Access Rules Enhanced by Dynamic IIoT Context | Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security: March 19-21, 2018, in Funchal, Madeira, Portugal, pp. 204-211, 2018 | BibTeX | RIS | DOI |
| Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich | Ontologies for Manufacturing Process Modeling: A Survey | Sustainable Design and Manufacturing 2018: Proceedings of the 5th International Conference on Sustainable Design and Manufacturing (KES-SDM-18), pp. 61-70, 2018 | BibTeX | RIS | DOI |
| Matthias Lermer, Hendrik Kuijs, Christoph Reich | Optimizing Mixed Fuzzy-Rule Formation by Controlled Evolutionary Strategy | ALLDATA 2018: The Fourth International Conference on Big Data, Small Data, Linked Data and Open Data, April 22, 2018 to April 26, 2018 - Athens, Greece, pp. 69-74, 2018 | BibTeX | RIS | URN |
| Qiushi Cao, Cecilia Zanni-Merk, Christoph Reich | Towards an Ontological Representation of Condition Monitoring Knowledge in the Manufacturing Domain | Proceedings of the 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Volume 2, pp. 312-318, 2018 | BibTeX | RIS | DOI |
2017 | |||
| Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich | A Forensic Acquisition Based upon A Cluster Analysis of Non-Volatile Memory in IaaS | 2nd International Conference on Anti-Cyber Crimes (ICACC): 26-27 March 2017, pp. 123-128, 2017 | BibTeX | RIS |
| Kevin Wallis, Florian Kemmer, Eugen Jastremskoj, Christoph Reich | Adaption of a Privilege Management Infrastructure (PMI) Approach to Industry 4.0 | W-FiCloud2017: The IEEE 5th International Conference on Future Internet of Things and Cloud Workshops; 21-23 August 2017, Prague, Czech Republic, 2017 | BibTeX | RIS | DOI |
| Christoph Reich, Hendrik Kuijs, Kevin Wallis, Timo Bayer | Architektur zum Schutz der Privatsphäre in AAL-Systemen | Assistive Systeme und Technologien zur Förderung der Teilhabe für Menschen mit Hilfebedarf : Ergebnisse aus dem Projektverbund ZAFH-AAL, Pabst Science Publisher: Lengerich, pp. 67-83, 2017 | BibTeX | RIS |
| Christoph Reich, Thomas Rübsamen | Delegated Audit of Cloud Provider Chains Using Provider Provisioned Mobile Evidence Collection | Cloud Computing and Services Science: 6th International Conference, CLOSER 2016, Rome, Italy, April 23-25, 2016, Revised Selected Papers, pp. 43-64, 2017 | BibTeX | RIS | DOI |
| Christoph Reich | Industry 4.0 and Cloud Computing | The Sixteenth International Conference on Networks: ICN 2017, April 23 - 27, 2017, Venice, Italy, 2017 | BibTeX | RIS |
| Christoph Reich | Rechenschaftspflichtige Cloud – ein europäisches Forschungsprojekt | 2017 | BibTeX | RIS |
| Dada O. Aborisade, Christoph Reich, Adesina S. Sodiya, Adio T. Akinwale, Biodun S. Badmus | Resolving DRDoS Attack in Cloud Database Service Using Common Source IP and Incremental Replacement Strategy | Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016: Volume 2, pp. 725-737, 2017 | BibTeX | RIS | DOI |
| Tobias Holstein, Christoph Reich, Matthias Ulrich | ScnSim - A Scenario Simulator for IoT Environments | informatikJournal, 2017/18(7), pp. 117-124, 2017 | BibTeX | RIS |
| Timo Bayer, Christoph Reich | Security of Mobile Agents in Distributed Java Agent Development Framework (JADE) Platforms | ICONS 2017 : The Twelfth International Conference on Systems, pp. 42-47, 2017 | BibTeX | RIS |
| Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke | Software Defined Privacy | 2016 IEEE International Conference on Cloud Engineering Workshops, 4–8 April 2016, Berlin, Germany, pp. 25-29, 2017 | BibTeX | RIS | DOI |
| Christophe Kunze, Jennifer Müller | Technikgestaltung und interdisziplinäre Entwicklungsprozesse im AAL-Kontext | Assistive Systeme und Technologien zur Förderung der Teilhabe für Menschen mit Hilfebedarf : Ergebnisse aus dem Projektverbund ZAFH-AAL, Pabst Science Publisher: Lengerich, pp. 101-114, 2017 | BibTeX | RIS |
2016 | |||
| Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich | A Forensic Acquisition and Analysis System for IaaS: Architectural Model and Experiment | 11th International Conference on Availability, Reliability and Security (ARES 2016), pp. 345-354, 2016 | BibTeX | RIS | DOI |
| Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke | A Scalable Architecture for Distributed OSGi in the Cloud | Proceedings of the 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), pp. 109-117, 2016 | BibTeX | RIS |
| Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich | A forensic acquisition and analysis system for IaaS | Cluster Computing: The Journal of Networks Software Tools and Applications, 19.2016(1), pp. 439-453, 2016 | BibTeX | RIS | DOI |
| Dada O. Aborisade, Christoph Reich, Adesina S. Sodiya, Adio T. Akinwale | Call Response Rate as Baseline for Detecting DRDoS Attack in Cloud Database Service | Software-Technologien und -Prozesse : Open-Source Software in der Industrie, KMUs und im Hochschulumfeld : 5. Konferenz STeP, 3. Mai 2016 in Furtwangen, pp. 49-60, 2016 | BibTeX | RIS |
| Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich | Continuous and transparent multimodal authentication: reviewing the state of the art | Cluster Computing: The Journal of Networks, Software Tools and Applications, 19.2016(1), pp. 455-474, 2016 | BibTeX | RIS | DOI |
| Thomas Rübsamen, Christoph Reich, Nathan Clarke, Martin Knahl | Evidence Collection in Cloud Provider Chains | Proceedings of the 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), April 23-25, 2016, in Rome, Italy, Volume 1, pp. 59-70, 2016 | BibTeX | RIS |
| Judith Jakob, Elmar Cochlovius, Christoph Reich | Kamerabasierte Assistenz für Blinde und Sehbehinderte | informatikJournal, Vol.2016/17, pp. 3-10, 2016 | BibTeX | RIS |
| Matthias Lermer, Stefan Frey, Christoph Reich | Machine Learning in Cloud Environments Considering External Information | IMMM 2016: The Sixth International Conference on Advances in Information Mining and Management (includes DATASETS 2016), pp. 11-17, 2016 | BibTeX | RIS |
| Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke | Providing Security in Container-Based HPC Runtime Environments | High Performance Computing, pp. 685-695, 2016 | BibTeX | RIS | DOI |
| Kevin Wallis, Christoph Reich | Secure Zero Configuration of IoT Devices - A survey | 3rd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SInCom 2016, Karlsruhe, pp. 59-65, 2016 | BibTeX | RIS |
| Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke | Software Defined Privacy | 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW), Berlin, pp. 25-29, 2016 | BibTeX | RIS | DOI |
| Thomas Rübsamen, Dirk Hölscher, Christoph Reich | Towards Auditing of Cloud Provider Chains Using CloudTrust Protocol | Proceedings of the 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), April 23-25, 2016, in Rome, Italy, Volume 1, pp. 83-94, 2016 | BibTeX | RIS |
2015 | |||
| Hendrik Kuijs, Carina Rosencrantz, Christoph Reich | A Context-aware, Intelligent and Flexible Ambient Assisted Living Platform Architecture | CLOUD COMPUTING 2015 : The Sixth International Conference on Cloud Computing, GRIDs, and Virtualization, pp. 70-76, 2015 | BibTeX | RIS |
| Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich | A Survey of Continuous and Transparent Multibiometric Authentication Systems | 14th European Conference on Cyber Warfare and Security ECCWS-2015, Hatfield, UK, 2015, 2015 | BibTeX | RIS |
| Holger Gantikow, Christoph Reich, Martin Knahl, Nathan Clarke | A Taxonomy for HPC-aware Cloud Computing | 2nd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SInCom 2015, Konstanz, pp. 57-62, 2015 | BibTeX | RIS |
| Christoph Reich, Thomas Rübsamen | Auditierung von rechenschaftspflichtigen Cloud-Infrastruktur-Anbietern | 2015 | BibTeX | RIS |
| Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich | Cloud Forensics: A Review of Challenges, Solutions and Open Problems | International Conference on Cloud Computing (ICCC), Riyadh, 2015, pp. 88-96, 2015 | BibTeX | RIS | DOI |
| Stefan Frey, Simon Disch, Christoph Reich, Martin Knahl, Nathan Clarke | Cloud Storage Prediction with Neural Networks | Cloud Computing 2015, The Sixth International Conference on Cloud Computing, GRIDs, and Virtualization, pp. 52-56, 2015 | BibTeX | RIS |
| Holger Gantikow, Sebastian Klingberg, Christoph Reich | Container-based Virtualization for HPC | CLOSER 2015 - Proceedings of the 5th International Conference on Cloud Computing and Services Science, Lisbon, Portugal, 2015, pp. 543-550, 2015 | BibTeX | RIS |
| Carina Rosencrantz, Hendrik Kuijs, Christoph Reich | Entwicklung einer Informations- und Kommunikationsplattform für ältere Menschen | 8. Wissenschaftlicher Kongress für IT im Sozial-, Pflege- und Gesundheitsbereich (ENI 2015), Hall-in-Tirol, 2015, 2015 | BibTeX | RIS |
| Siani Pearson, Jesus Luna, Christoph Reich | Improving Cloud Assurance and Transparency through Accountability Mechanisms | Guide to Security Assurance for Cloud Computing, Springer International Publishing, pp. 139-169, 2015 | BibTeX | RIS | DOI |
| Florian Kemmer, Christoph Reich, Martin Knahl, Nathan Clarke | Requirements Analysis for Privacy-protecting Solutions | 2nd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SInCom 2015, Konstanz, pp. 52-56, 2015 | BibTeX | RIS |
| Thomas Rübsamen, Tobias Pulls, Christoph Reich | Secure Evidence Collection and Storage for Cloud Accountability Audits | CLOSER 2015 - Proceedings of the 5th International Conference on Cloud Computing and Services Science, Lisbon, Portugal, 2015, pp. 321-330, 2015 | BibTeX | RIS |
| Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich | Security, Privacy and Usability - A Survey of Users' Perceptions and Attitudes | Trust, Privacy and Security in Digital Business: 12th International Conference, TrustBus 2015, Valencia, Spain, September 1-2, 2015, Proceedings, pp. 153-168, 2015 | BibTeX | RIS | DOI |
| Abdulwahid Al Abdulwahid, Nathan Clarke, Ingo Stengel, Steven Furnell, Christoph Reich | The Current Use of Authentication Technologies: An Investigative Review | International Conference on Cloud Computing (ICCC), Riyadh, 2015, pp. 239-246, 2015 | BibTeX | RIS | DOI |
| Hendrik Kuijs, Christoph Reich, Martin Knahl, Nathan Clarke | Towards privacy for ambient assisted living in a hybrid cloud environment | 2nd Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems SInCom 2015, Konstanz, pp. 41-45, 2015 | BibTeX | RIS |
| Christoph Reich, Carina Rosencrantz, Hendrik Kuijs | Zentrum für Angewandte Forschung: Assistive Systeme und Technologien zur Sicherung sozialer Beziehungen und Teilhabe für Menschen mit Hilfebedarf: Teilprojekt 5: Person Centered Environment for Information, Communication and Learing (PCEICL) - Eine Ambient Assisted Living Platform | 2015 | BibTeX | RIS |
2014 | |||
| Nick Papanikolaou, Thomas Rübsamen, Christoph Reich | A Simulation Framework to Model Accountability Controls for Cloud Computing | CLOUD COMPUTING 2014: The Fifth International Conference on Cloud Computing, GRIDs, and Virtualization, May 25 - 29, 2014, Venice, Italy, pp. 12-19, 2014 | BibTeX | RIS |
| Saad Alqahtany, Nathan Clarke, Steven Furnell, Christoph Reich | A forensically-enabled IAAS cloud computing architecture | Proceedings of the 12th Australian Digital Forensics Conference. Held on the 1-3 December, 2014 at Edith Cowan University, Joondalup Campus, Perth, Western Australia., pp. 75-83, 2014 | BibTeX | RIS | DOI |
| Philipp Ruf, Thomas Rübsamen, Christoph Reich | Agent-Based Evidence Collection in Cloud Computing | Accountability and Security in the Cloud First Summer School, Cloud Accountability Project, A4Cloud, Malaga, Spain, June 2-6, 2014, pp. 185-198, 2014 | BibTeX | RIS | DOI |
| Philipp Ruf, Thomas Rübsamen, Christoph Reich | Agenten-basierte Beweissicherung in verteilten und dynamischen Infrastrukturen | informatikJournal, Vol.2014/15, pp. 15-23, 2014 | BibTeX | RIS |
| Hendrik Kuijs, Christoph Reich | An Ambient Assisted Living Platform as a Service Architecture for Context Aware Applications and Services | 1. Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems: SInCom 2014; 12. December 2014 in Furtwangen, pp. 70-74, 2014 | BibTeX | RIS |
| Thomas Rübsamen, Christoph Reich, Martin Knahl, Nathan Clarke | An Architecture for Cloud Accountability Audits | 1. Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems: SInCom 2014; 12. December 2014 in Furtwangen, pp. 55-59, 2014 | BibTeX | RIS |
| Carina Fredrich, Hendrik Kuijs, Christoph Reich | An Ontology for User Profile Modelling in the Field of Ambient Assisted Living | SERVICE COMPUTATION 2014: The Sixth International Conferences on Advanced Service Computing, May 25 - 29, 2014, Venice, Italy, pp. 24-31, 2014 | BibTeX | RIS |
| Stefan Frey, Claudia Lüthje, Christoph Reich | Autonomic Service Level Agreement Management as a Service | 1. Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems: SInCom 2014; 12. December 2014 in Furtwangen, pp. 65-69, 2014 | BibTeX | RIS |
| Carina Fredrich, Hendrik Kuijs, Christoph Reich | Benutzerzentrierte Ontologie im Bereich Ambient Assisted Living | Software-Technologien und -Prozesse : IT-Sicherheit & Privatheit in Zeiten von Big Data; Tagungsband/Proceedings zur 4. Konferenz STeP 2014, Hochschule Furtwangen, 20 Mai 2014, pp. 115-129, 2014 | BibTeX | RIS | DOI |
| Carina Rosencrantz, Christoph Reich | Big Data improving Ambient Assisted Living Solutions | 1. Baden-Württemberg Center of Applied Research Symposium on Information and Communication Systems: SInCom 2014; 12. December 2014 in Furtwangen, pp. 89-91, 2014 | BibTeX | RIS |
| Stefan Frey, Claudia Lüthje, Christoph Reich, Nathan Clarke | Cloud QoS Scaling by Fuzzy Logic | 2014 IEEE International Conference on Cloud Engineering: IC2E 2014, pp. 343-348, 2014 | BibTeX | RIS | DOI |
| Sururah A. Bello, Claudia Lüthje, Christoph Reich | Cloud Resource Price System | EMERGING 2014: The Sixth International Conference on Emerging Network Intelligence, August 24 - 28, 2014, Rome, Italy, pp. 12-17, 2014 | BibTeX | RIS |
| Christian Heizmann, Christoph Reich | Einflussfaktoren fur die Grenzwertbestimmung von QoS-Attributen in der Cloud | informatikJournal, Vol.2014/15, pp. 3-15, 2014 | BibTeX | RIS |
2013 | |||
| Stefan Frey, Claudia Lüthje, Ralf Teckelmann, Christoph Reich | Adaptable Service Level Objective Agreement (A-SLO-A) for Cloud Services | Proceedings of the 3rd International Conference on Cloud Computing and Services Science : Aachen, Germany, 8 - 10, May 2013, pp. 457-462, 2013 | BibTeX | RIS |
| Frank Dölitzscher, Martin Knahl, Christoph Reich, Nathan Clarke | Anomaly Detection in IaaS Clouds | IEEE Fifth International Conference on Cloud Computing Technology and Science: cloudcom 2013, pp. 387-394, 2013 | BibTeX | RIS | DOI |
| Thomas Rübsamen, Christoph Reich | Cloud Audits and Privacy Risks | On the Move to Meaningful Internet Systems: OTM 2013 Conferences Confederated International Conferences: CoopIS, DOA-Trusted Cloud, and ODBASE 2013, Graz, Austria, September 9-13, 2013. Proceedings, pp. 403-413, 2013 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Christoph Reich | Cloud Computing - Security Audit as a Service | 2013 | BibTeX | RIS |
| Sururah A. Bello, Christoph Reich | Cloud Utility Price Models | Proceedings of the 3rd International Conference on Cloud Computing and Services Science : Aachen, Germany, 8 - 10, May 2013, pp. 317-320, 2013 | BibTeX | RIS |
| Stefan Frey, Claudia Lüthje, Vitali Huwwa, Christoph Reich | Fuzzy Controled QoS for Scalable Cloud Computing Services | CLOUD COMPUTING 2013: The Fourth International Conference on Cloud Computing, GRIDs, and Virtualization, May 27-June 1, 2013, Valencia, Spain, pp. 150-155, 2013 | BibTeX | RIS |
| Stefan Frey, Claudia Lüthje, Christoph Reich | Key Performance Indicators for Cloud Computing SLAs | EMERGING 2013: The Fifth International Conference on Emerging Network Intelligence, September 29 - October 3, 2013, Porto, Portugal, pp. 60-64, 2013 | BibTeX | RIS |
| Thomas Rübsamen, Julia Bayer, Christoph Reich | Mobile Device Biometric Touch Gesture Information Used to Give User Identity Evidence | EMERGING 2013: The Fifth International Conference on Emerging Network Intelligence, September 29 - October 3, 2013, Porto, Portugal, pp. 26-31, 2013 | BibTeX | RIS |
| Frank Dölitzscher, Thomas Rübsamen, Tina Karbe, Martin Knahl, Christoph Reich, Nathan Clarke | Sun Behind Clouds - On Automatic Cloud Security Audits and a Cloud Audit Policy Language | International journal on advances in networks and services, 06.2013(1 & 2), pp. 1-16, 2013 | BibTeX | RIS |
| Thomas Rübsamen, Christoph Reich | Supporting Cloud Accountability by Collecting Evidence Using Audit Agents | IEEE Fifth International Conference on Cloud Computing Technology and Science: cloudcom 2013, pp. 185-190, 2013 | BibTeX | RIS | DOI |
2012 | |||
| Siani Pearson, Vasilis Tountopoulos, Daniele Catteddu, Mario Südholt, Refik Molva, Christoph Reich, Simone Fischer-Hübner, Christopher Millard, Volkmar Lotz, Martin G. Jaatun, Ronald Leenes, Chunming Rong, Javier Lopez | Accountability for Cloud and Other Future Internet Services | 4th IEEE International Conference on Cloud Computing Technology and Science (CloudCom2012), Dec. 3rd - 6th, Taipei, Taiwan, pp. 629-632, 2012 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Christoph Reich, Martin Knahl, Alexander Passfall, Nathan Clarke | An agent based business aware incident detection system for cloud environments | Journal of Cloud Computing, Vol.1.2012, 2012 | BibTeX | RIS | DOI | URN |
| Frank Dölitzscher, Christoph Reich | Auditprüfkriterien für Cloud Umgebungen | Hakin9 IT Security Magazin, pp. 21-29, 2012 | BibTeX | RIS |
| Christoph Reich, Sandra Hübner, Hendrik Kuijs | Cloud Computing for On-Demand Virtual Desktops and Labs | Cloud Computing for Teaching and Learning: Strategies for Design and Implementation, Information Science Reference: Hershey, pp. 111-125, 2012 | BibTeX | RIS |
| Thomas Rübsamen, Christoph Reich | Enhancing Mobile Device Security by Security Level Integration in a Cloud Proxy | CLOUD COMPUTING 2012 : the Third International Conference on Cloud Computing, GRIDs, and Virtualization : July 22-27, 2012, Nice, France, pp. 159-168, 2012 | BibTeX | RIS |
| Fabian Weber, Marcel Daneck, Christoph Reich | Optimization of Proxy Caches Using Proxy Filters | EMERGING 2012: The Fourth International Conference on Emerging Network Intelligence, September 23-28, 2012 Barcelona, Spain, pp. 7-12, 2012 | BibTeX | RIS |
| Christoph Reich, Thomas Rübsamen | Shibboleth Web-Proxy for Single Sign-On of Cloud Services | CLOSER 2012: Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18 - 21 April, 2012, pp. 89-95, 2012 | BibTeX | RIS |
| Frank Dölitzscher, Thomas Rübsamen, Christoph Reich | Towards a Domain Specific Security Policy Language for Automatic Audit of Virtual Machine Images | 4th IEEE International Conference on Cloud Computing Technology and Science (CloudCom2012), Dec. 3rd - 6th, Taipei, Taiwan, 2012 | BibTeX | RIS |
| Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke | Understanding Cloud Audits | Privacy and Security for Cloud Computing, Springer: London, pp. 125-163, 2012 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Christian Fischer, Denis Moskal, Christoph Reich, Martin Knahl, Nathan Clarke | Validating Cloud Infrastructure Changes by Cloud Audits | IEEE Eighth World Congress on Services (SERVICES), 2012 : 24 - 29 June 2012, Honolulu, Hawaii, USA ; proceedings, pp. 377-384, 2012 | BibTeX | RIS | DOI |
2011 | |||
| Ralf Teckelmann, Anthony Sulistio, Christoph Reich | A Taxonomy of Interoperability for IaaS | Cloud Computing: Methodology, Systems, and Applications, CRC Press: Boca Raton, pp. 45-72, 2011 | BibTeX | RIS |
| Anthony Sulistio, Udo Hönig, Christoph Reich, Wolfram Schiffmann | Adaptive Workflow Scheduler with Advanced Reservation in Economic Grid Systems | Proceedings of the Tenth IASTED International Conference on Parallel and Distributed Computing and Networks [and] proceedings of the Tenth IASTED International Conference on Software Engineering, February 15 - 17, 2011, Innsbruck, Austria, 2011 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke | An Autonomous Agent Based Incident Detection System for Cloud Environments | 2011 Third IEEE International Conference on Cloud Computing Technology and Science: CloudCom 2011, Athens, Greece, 29 November - 1 December 2011, pp. 197-204, 2011 | BibTeX | RIS | DOI |
| Anthony Sulistio, Frank Dölitzscher, Christoph Reich | Automated Virtual Machine Creation With On-Demand Software Installation | Computer Science Research and Technology: Volume 3, Nova Science Publishers: New York, pp. 159-177, 2011 | BibTeX | RIS |
| Stefan Frey, Christoph Reich | Der Einsatz vom genetischen Algorithmen für das Scheduling von Cloud-Instanzen | informatikJournal, Vol.2011/12, pp. 11-16, 2011 | BibTeX | RIS |
| Frank Dölitzscher, Christoph Reich, Martin Knahl, Nathan Clarke | Incident Detection for Cloud Environments | EMERGING 2011: The Third International Conference on Emerging Network Intelligence, November 20-25, 2011, Lisbon, Portugal, pp. 100-105, 2011 | BibTeX | RIS |
| Ralf Teckelmann, Christoph Reich, Anthony Sulistio | Mapping of Cloud Standards to the Taxonomy of Interoperability in IaaS | 2011 Third IEEE International Conference on Cloud Computing Technology and Science: CloudCom 2011, Athens, Greece, 29 November - 1 December 2011, pp. 522-526, 2011 | BibTeX | RIS | DOI |
| Sebastian Garwers, Anthony Sulistio, Christoph Reich | OSPaaS: OSGi Service Platform as a Service | Proceedings of the Tenth IASTED International Conference on Parallel and Distributed Computing and Networks [and] proceedings of the Tenth IASTED International Conference on Software Engineering, February 15 - 17, 2011, Innsbruck, Austria, 2011 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Anthony Sulistio, Christoph Reich, Hendrik Kuijs, David Wolf | Private cloud for collaboration and e-Learning services: from IaaS to SaaS | Computing, 91.2011(1), pp. 23-42, 2011 | BibTeX | RIS | DOI |
| Christoph Reich, Frank Dölitzscher, Anthony Sulistio | Sicherheit in der Cloud durch SMMaaS | 2011 | BibTeX | RIS |
| Mathias Ardelt, Frank Dölitzscher, Martin Knahl, Christoph Reich | Sicherheitsprobleme für IT-Outsourcing durch Cloud Computing | HMD Praxis der Wirtschaftsinformatik, 48.2011(5), pp. 62-70, 2011 | BibTeX | RIS | DOI |
| Christoph Reich, Fabian Weber, Anton Marker | Video Processing Service in the Cloud (VPS-C) for Mobile Devices | informatikJournal, Vol.2011/12, pp. 5-9, 2011 | BibTeX | RIS |
| Frank Dölitzscher, Markus Held, Christoph Reich, Anthony Sulistio | ViteraaS: Virtual Cluster as a Service | 2011 Third IEEE International Conference on Cloud Computing Technology and Science: CloudCom 2011, Athens, Greece, 29 November - 1 December 2011, pp. 652-657, 2011 | BibTeX | RIS | DOI |
2010 | |||
| Christoph Reich | Cloud Computing an der HFU | informatikJournal, pp. 5-7, 2010 | BibTeX | RIS |
| Christoph Reich, Hendrik Kuijs, David Schröpfer | CollaboCloud - Kollaborationsplattform in der Cloud | 3. DFN-Forum Kommunikationstechnologien : verteilte Systeme im Wissenschaftsbereich; 26.05. - 27.05.2010 in Konstanz, pp. 23-32, 2010 | BibTeX | RIS |
| Frank Dölitzscher, Christoph Reich, Anthony Sulistio | Designing Cloud Services Adhering to Government Privacy Laws | IEEE 10th International Conference on Computer and Information Technology (CIT), 2010 : June 29, 2010 - July 1, 2010, Bradford, West Yorkshire, UK, pp. 930-935, 2010 | BibTeX | RIS | DOI |
| Steffen Thiel, , Christoph Reich, , Frank Dölitzscher | Software-Technologien und -Prozesse: Tagungsband/Proceedings zur 2. Konferenz STeP 2010, Hochschule Furtwangen, 6. Mai 2010 | Oldenbourg: München, 978-3-486-59816-2, 2010 | BibTeX | RIS |
2009 | |||
| Anthony Sulistio, Christoph Reich, Frank Dölitzscher | Cloud Infrastructure & Applications – CloudIA | Cloud Computing: First International Conference, CloudCom 2009, Beijing, China, December 1-4, 2009. Proceedings, pp. 583-588, 2009 | BibTeX | RIS | DOI |
| Frank Dölitzscher, Christoph Reich | Das Projekt "CloudIA": Cloud-Computing an der Hochschule Furtwangen | OBJEKTspektrum, 2009 | BibTeX | RIS |
| F. Westphal, Anthony Sulistio, Christoph Reich | Evaluating I/O Isolation of Virtual Machines in OpenVZ | 21st International Conference on Parallel and Distributed Computing and Systems (PDCS), Nov. 2-4, 2009, Cambridge, Massachusetts, USA, 2009 | BibTeX | RIS |
| Pascal Bolzhauser, Anthony Sulistio, Gerhard Angst, Christoph Reich | Parallelized Critical Path Search in Electrical Circuit Designs | 2009 International Conference on Parallel and Distributed Computing, Applications and Technologies: PDCAT 2009, 8-11 December 2009, Higashi, Hiroshima, Japan, pp. 10-17, 2009 | BibTeX | RIS | DOI |
| Thomas Schoene, Friedbert Kaspar, Christoph Reich | Using WSDM and Web Service Ping for QoS based Web Service Selection | Electronic Communications of the EASST, Vol.17.2009, 2009 | BibTeX | RIS | DOI |