Scientific Large Scale Infrastructure for Computing/Communication Experimental Studies

Research Area

AI and Networks

Applying AI to networked systems and building communication and compute platforms that support AI workloads.

People

Björn Scheuermann

TU Darmstadt

Responsible Person

Eckehard Steinbach

Technical University of Munich

Participant

Giang Nguyen

TU Dresden

Responsible Person

Hans Schotten

DFKI, RPTU

Responsible Person

Ingo Weber

Technical University of Munich

Responsible Person

Mathias Fischer

University of Hamburg

Responsible Person

Thomas Magedanz

Fraunhofer FOKUS, TU Berlin

Responsible Person

Tobias Hoßfeld

University of Würzburg

Responsible Person

Publications

37 publications

Majdi Abdmoulah, Nour Neji, and Eckehard Steinbach,

CNN-Based Multipath-Aware Fingerprinting for Indoor Localization in 6G mm-Wave Networks

International Wireless Communications and Mobile Computing, IWCMC 2026, Wuzhou, China, June 1-6, 2026, pp. 949–955, IEEE, 2026, https://doi.org/10.1109/IWCMC69287.2026.11580049.

@inproceedings{DBLP:conf/iwcmc/AbdmoulahNS26,
 author = {Majdi Abdmoulah and Nour Neji and Eckehard Steinbach},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/iwcmc/AbdmoulahNS26.bib},
 booktitle = {International Wireless Communications and Mobile Computing, IWCMC 2026, Wuzhou, China, June 1-6, 2026},
 doi = {10.1109/IWCMC69287.2026.11580049},
 pages = {949--955},
 publisher = {IEEE},
 timestamp = {Wed, 08 Jul 2026 21:21:48 +0200},
 title = {CNN-Based Multipath-Aware Fingerprinting for Indoor Localization in 6G mm-Wave Networks},
 url = {https://doi.org/10.1109/IWCMC69287.2026.11580049},
 year = {2026}
}

Jonas Schulz, Patrick Seeling, Martin Reisslein, and Frank H. P. Fitzek,

No Further Delay: Making Time an Ally of Edge Computation of AI Workloads

IEEE Internet Things Mag., vol. 9, pp. 33–40, 2026, https://doi.org/10.1109/MIOT.2025.3637145.

@article{DBLP:journals/iotm/SchulzSRF26,
 author = {Jonas Schulz and Patrick Seeling and Martin Reisslein and Frank H. P. Fitzek},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/iotm/SchulzSRF26.bib},
 doi = {10.1109/MIOT.2025.3637145},
 journal = {IEEE Internet Things Mag.},
 number = {2},
 pages = {33--40},
 timestamp = {Mon, 09 Mar 2026 13:29:24 +0100},
 title = {No Further Delay: Making Time an Ally of Edge Computation of AI Workloads},
 url = {https://doi.org/10.1109/MIOT.2025.3637145},
 volume = {9},
 year = {2026}
}

Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, and Michael Seufert,

A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence

IEEE Commun. Surv. Tutorials, vol. 28, pp. 761–799, 2026, https://doi.org/10.1109/COMST.2025.3583227.

@article{DBLP:journals/comsur/WehnerSHS26,
 author = {Nikolas Wehner and Anika Seufert and Tobias Hoßfeld and Michael Seufert},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/comsur/WehnerSHS26.bib},
 doi = {10.1109/COMST.2025.3583227},
 journal = {IEEE Commun. Surv. Tutorials},
 pages = {761--799},
 timestamp = {Thu, 29 Jan 2026 17:41:14 +0100},
 title = {A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence},
 url = {https://doi.org/10.1109/COMST.2025.3583227},
 volume = {28},
 year = {2026}
}

Fabian Stiehle, Hans Weytjens, and Ingo Weber,

On LLM-Assisted Generation of Smart Contracts from Business Processes

Business Process Management Workshops - BPM 2025 International Workshops, Seville, Spain, August 31-September 5, 2025, Revised Selected Papers, vol. 569, pp. 327–342, Springer, 2025, https://doi.org/10.1007/978-3-032-13426-4_24.

@inproceedings{DBLP:conf/bpm/StiehleWW25,
 author = {Fabian Stiehle and Hans Weytjens and Ingo Weber},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/bpm/StiehleWW25.bib},
 booktitle = {Business Process Management Workshops - BPM 2025 International Workshops, Seville, Spain, August 31-September 5, 2025, Revised Selected Papers},
 doi = {10.1007/978-3-032-13426-4_24},
 editor = {Inge van de Weerd and Bedilia Estrada-Torres and Han van der Aa},
 pages = {327--342},
 publisher = {Springer},
 series = {Lecture Notes in Business Information Processing},
 timestamp = {Tue, 30 Jun 2026 08:53:25 +0200},
 title = {On LLM-Assisted Generation of Smart Contracts from Business Processes},
 url = {https://doi.org/10.1007/978-3-032-13426-4_24},
 volume = {569},
 year = {2025}
}

Nikolas Wehner, Pedro Casas, Katharina Dietz, Stefan Geißler, Tobias Hoßfeld, and Michael Seufert,

Exploring the application of Time Series Foundation Models to network monitoring tasks

Comput. Networks, vol. 269, pp. 111395, 2025, https://doi.org/10.1016/J.COMNET.2025.111395.

@article{DBLP:journals/cn/WehnerCDGHS25,
 author = {Nikolas Wehner and Pedro Casas and Katharina Dietz and Stefan Geißler and Tobias Hoßfeld and Michael Seufert},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/cn/WehnerCDGHS25.bib},
 doi = {10.1016/J.COMNET.2025.111395},
 journal = {Comput. Networks},
 pages = {111395},
 timestamp = {Thu, 25 Jun 2026 10:32:41 +0200},
 title = {Exploring the application of Time Series Foundation Models to network monitoring tasks},
 url = {https://doi.org/10.1016/j.comnet.2025.111395},
 volume = {269},
 year = {2025}
}

Anna Wimbauer, Luca Muscariello, Jacques Samain, Lion Steger, Kilian Glas, Max Helm, and Georg Carle,

ThreatCompute: Leveraging LLMs for Automated Threat Modeling of Cloud-Native Applications

Proceedings of the 2025 Cloud Computing Security Workshop, CCSW 2025, Taipei, Taiwan, October 13-17, 2025, pp. 14–27, ACM, 2025, https://doi.org/10.1145/3733812.3765533.

@inproceedings{DBLP:conf/ccsw-ws/WimbauerMSSGHC25,
 author = {Anna Wimbauer and Luca Muscariello and Jacques Samain and Lion Steger and Kilian Glas and Max Helm and Georg Carle},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/ccsw-ws/WimbauerMSSGHC25.bib},
 booktitle = {Proceedings of the 2025 Cloud Computing Security Workshop, CCSW 2025, Taipei, Taiwan, October 13-17, 2025},
 doi = {10.1145/3733812.3765533},
 editor = {Paolo Palmieri and Shivam Bhasin},
 pages = {14--27},
 publisher = {ACM},
 timestamp = {Sun, 12 Apr 2026 09:52:53 +0200},
 title = {ThreatCompute: Leveraging LLMs for Automated Threat Modeling of Cloud-Native Applications},
 url = {https://doi.org/10.1145/3733812.3765533},
 year = {2025}
}

Florian Maurer, Michael Meidinger, Yiming Lu, Matthias Schlemmer, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, and Andreas Herkersdorf,

Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling

IEEE Trans. Very Large Scale Integr. Syst., vol. 33, pp. 3008–3017, 2025, https://doi.org/10.1109/TVLSI.2025.3592300.

@article{DBLP:journals/tvlsi/MaurerMLSHSWH25,
 author = {Florian Maurer and Michael Meidinger and Yiming Lu and Matthias Schlemmer and Thomas Hallermeier and Anmol Surhonne and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/tvlsi/MaurerMLSHSWH25.bib},
 doi = {10.1109/TVLSI.2025.3592300},
 journal = {IEEE Trans. Very Large Scale Integr. Syst.},
 number = {11},
 pages = {3008--3017},
 timestamp = {Tue, 31 Mar 2026 08:58:07 +0200},
 title = {Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling},
 url = {https://doi.org/10.1109/tvlsi.2025.3592300},
 volume = {33},
 year = {2025}
}

Aswin Palathumveettil Jagadeesan, Isikcan Yilmaz, Alexandros Palaios, Giang T. Nguyen, and Frank H. P. Fitzek,

Quantifying Model Drift in Machine Learning for Estimating Wireless Link Quality

IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2025, Nice, France, July 7-10, 2025, pp. 1–6, IEEE, 2025, https://doi.org/10.1109/MEDITCOM64437.2025.11104484.

@inproceedings{DBLP:conf/meditcom/JagadeesanYPNF25,
 author = {Aswin Palathumveettil Jagadeesan and Isikcan Yilmaz and Alexandros Palaios and Giang T. Nguyen and Frank H. P. Fitzek},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/meditcom/JagadeesanYPNF25.bib},
 booktitle = {IEEE International Mediterranean Conference on Communications and Networking, MeditCom 2025, Nice, France, July 7-10, 2025},
 doi = {10.1109/MEDITCOM64437.2025.11104484},
 pages = {1--6},
 publisher = {IEEE},
 timestamp = {Tue, 24 Mar 2026 08:40:43 +0100},
 title = {Quantifying Model Drift in Machine Learning for Estimating Wireless Link Quality},
 url = {https://doi.org/10.1109/MeditCom64437.2025.11104484},
 year = {2025}
}

Anum Talpur, Jannik Schröder, Liliana Kistenmacher, Georg T. Becker, Wolfram Wingerath, and Mathias Fischer,

Tagging Alerts to Adversaries: ML-Enabled Classification Using MITRE ATT&CK

IEEE Conference on Communications and Network Security, CNS 2025, Avignon, France, September 8-11, 2025, pp. 1–9, IEEE, 2025, https://doi.org/10.1109/CNS66487.2025.11194941.

@inproceedings{DBLP:conf/cns/TalpurSKBWF25,
 author = {Anum Talpur and Jannik Schröder and Liliana Kistenmacher and Georg T. Becker and Wolfram Wingerath and Mathias Fischer},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cns/TalpurSKBWF25.bib},
 booktitle = {IEEE Conference on Communications and Network Security, CNS 2025, Avignon, France, September 8-11, 2025},
 doi = {10.1109/CNS66487.2025.11194941},
 pages = {1--9},
 publisher = {IEEE},
 timestamp = {Tue, 24 Mar 2026 08:37:11 +0100},
 title = {Tagging Alerts to Adversaries: ML-Enabled Classification Using MITRE ATT&CK},
 url = {https://doi.org/10.1109/CNS66487.2025.11194941},
 year = {2025}
}

Jeetesh Gupta, Jan Pfeifer, Anum Talpur, and Mathias Fischer,

C2 Beaconing Detection via AI-Based Time-Series Analysis

Availability, Reliability and Security - 20th International Conference, ARES 2025, Ghent, Belgium, August 11-14, 2025, Proceedings, Part II, pp. 409–419, Springer, 2025, https://doi.org/10.1007/978-3-032-00627-1_20.

@inproceedings{DBLP:conf/IEEEares/GuptaPTF25,
 author = {Jeetesh Gupta and Jan Pfeifer and Anum Talpur and Mathias Fischer},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/IEEEares/GuptaPTF25.bib},
 booktitle = {Availability, Reliability and Security - 20th International Conference, ARES 2025, Ghent, Belgium, August 11-14, 2025, Proceedings, Part II},
 doi = {10.1007/978-3-032-00627-1_20},
 editor = {Mila Dalla Preda and Sebastian Schrittwieser and Vincent Naessens and Bjorn De Sutter},
 pages = {409--419},
 publisher = {Springer},
 series = {Lecture Notes in Computer Science},
 timestamp = {Tue, 24 Mar 2026 08:36:10 +0100},
 title = {C2 Beaconing Detection via AI-Based Time-Series Analysis},
 url = {https://doi.org/10.1007/978-3-032-00627-1_20},
 year = {2025}
}

Maximilian Egger, Christoph Hofmeister, Antonia Wachter-Zeh, and Rawad Bitar,

Private Aggregation in Hierarchical Wireless Federated Learning With Partial and Full Collusion

IEEE Trans. Inf. Theory, vol. 71, pp. 8977–8992, 2025, https://doi.org/10.1109/TIT.2025.3606645.

@article{DBLP:journals/tit/EggerHWB25,
 author = {Maximilian Egger and Christoph Hofmeister and Antonia Wachter-Zeh and Rawad Bitar},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/tit/EggerHWB25.bib},
 doi = {10.1109/TIT.2025.3606645},
 journal = {IEEE Trans. Inf. Theory},
 number = {11},
 pages = {8977--8992},
 timestamp = {Tue, 10 Mar 2026 12:54:38 +0100},
 title = {Private Aggregation in Hierarchical Wireless Federated Learning With Partial and Full Collusion},
 url = {https://doi.org/10.1109/TIT.2025.3606645},
 volume = {71},
 year = {2025}
}

Philippe Buschmann, Arne Broering, Georg Carle, and Andreas Blenk,

LLMs on Edge: Network Traffic Characteristics of Distributed Inference under the Loupe

Proceedings of the 2nd Workshop on Networks for AI Computing, NAIC 2025, Coimbra, Portugal, September 8-11, 2025, pp. 108–114, ACM, 2025, https://doi.org/10.1145/3748273.3749213.

@inproceedings{DBLP:conf/naic/BuschmannBCB25,
 author = {Philippe Buschmann and Arne Broering and Georg Carle and Andreas Blenk},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/naic/BuschmannBCB25.bib},
 booktitle = {Proceedings of the 2nd Workshop on Networks for AI Computing, NAIC 2025, Coimbra, Portugal, September 8-11, 2025},
 doi = {10.1145/3748273.3749213},
 pages = {108--114},
 publisher = {ACM},
 timestamp = {Thu, 05 Mar 2026 17:17:52 +0100},
 title = {LLMs on Edge: Network Traffic Characteristics of Distributed Inference under the Loupe},
 url = {https://doi.org/10.1145/3748273.3749213},
 year = {2025}
}

Franc Pouhela, Dennis Krummacker, and Hans D. Schotten,

Context-Aware Internet-of-Things Communication via Retrieval-Augmented Generation

IEEE International Conference on Communications, ICC 2025 Workshops, Montreal, QC, Canada, June 8-12, 2025, pp. 505–511, IEEE, 2025, https://doi.org/10.1109/ICCWORKSHOPS67674.2025.11162197.

@inproceedings{DBLP:conf/icc/PouhelaKS25,
 author = {Franc Pouhela and Dennis Krummacker and Hans D. Schotten},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/icc/PouhelaKS25.bib},
 booktitle = {IEEE International Conference on Communications, ICC 2025 Workshops, Montreal, QC, Canada, June 8-12, 2025},
 doi = {10.1109/ICCWORKSHOPS67674.2025.11162197},
 pages = {505--511},
 publisher = {IEEE},
 timestamp = {Wed, 25 Feb 2026 08:25:45 +0100},
 title = {Context-Aware Internet-of-Things Communication via Retrieval-Augmented Generation},
 url = {https://doi.org/10.1109/ICCWorkshops67674.2025.11162197},
 year = {2025}
}

Donglin Wang, Anjie Qiu, Qiuheng Zhou, and Hans D. Schotten,

A Survey on the Role of Artificial Intelligence and Machine Learning in 6G-V2X Applications

11th IEEE World Forum on Internet of Things, WF-IoT 2025, Chengdu, China, October 27-30, 2025, pp. 1–7, IEEE, 2025, https://doi.org/10.1109/WF-IOT64238.2025.11270555.

@inproceedings{DBLP:conf/wf-iot/WangQZS25,
 author = {Donglin Wang and Anjie Qiu and Qiuheng Zhou and Hans D. Schotten},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/wf-iot/WangQZS25.bib},
 booktitle = {11th IEEE World Forum on Internet of Things, WF-IoT 2025, Chengdu, China, October 27-30, 2025},
 doi = {10.1109/WF-IOT64238.2025.11270555},
 pages = {1--7},
 publisher = {IEEE},
 timestamp = {Wed, 04 Feb 2026 13:08:03 +0100},
 title = {A Survey on the Role of Artificial Intelligence and Machine Learning in 6G-V2X Applications},
 url = {https://doi.org/10.1109/WF-IoT64238.2025.11270555},
 year = {2025}
}

Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, and Matthias Weidlich,

Large Process Models: A Vision for Business Process Management in the Age of Generative AI

Künstliche Intell., vol. 39, pp. 81–95, 2025, https://doi.org/10.1007/S13218-024-00863-8.

@article{DBLP:journals/ki/KampikWRAEGHKHDAPRWW25,
 author = {Timotheus Kampik and Christian Warmuth and Adrian Rebmann and Ron Agam and Lukas N. P. Egger and Andreas Gerber and Johannes Hoffart and Jonas Kolk and Philipp Herzig and Gero Decker and Han van der Aa and Artem Polyvyanyy and Stefanie Rinderle-Ma and Ingo Weber and Matthias Weidlich},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/ki/KampikWRAEGHKHDAPRWW25.bib},
 doi = {10.1007/S13218-024-00863-8},
 journal = {Künstliche Intell.},
 number = {2},
 pages = {81--95},
 timestamp = {Sun, 01 Feb 2026 13:41:44 +0100},
 title = {Large Process Models: A Vision for Business Process Management in the Age of Generative AI},
 url = {https://doi.org/10.1007/s13218-024-00863-8},
 volume = {39},
 year = {2025}
}

Katharina Dietz, Johannes Schleicher, Stefan Geißler, Michael Seufert, and Tobias Hoßfeld,

Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition

21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025, pp. 1–9, IEEE, 2025, https://doi.org/10.23919/CNSM67658.2025.11297526.

@inproceedings{DBLP:conf/cnsm/DietzSGSH25,
 author = {Katharina Dietz and Johannes Schleicher and Stefan Geißler and Michael Seufert and Tobias Hoßfeld},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cnsm/DietzSGSH25.bib},
 booktitle = {21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025},
 doi = {10.23919/CNSM67658.2025.11297526},
 editor = {Walter Cerroni and Mauro Tortonesi and Davide Borsatti and Alberto Egon Schaeffer-Filho and Daphné Tuncer and Jérôme François and Martin Husák},
 pages = {1--9},
 publisher = {IEEE},
 timestamp = {Tue, 13 Jan 2026 10:23:09 +0100},
 title = {Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition},
 url = {https://doi.org/10.23919/CNSM67658.2025.11297526},
 year = {2025}
}

Frank Loh, Carina Baur, Flavian Raithel, David Stüber, Omran Ayoub, and Tobias Hoßfeld,

Energy Demand as AI Model Selection Criteria? Assessing Quality and Energy Consumption for AI based KQI Prediction in Video Streaming

21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025, pp. 1–7, IEEE, 2025, https://doi.org/10.23919/CNSM67658.2025.11297466.

@inproceedings{DBLP:conf/cnsm/LohBRSAH25,
 author = {Frank Loh and Carina Baur and Flavian Raithel and David Stüber and Omran Ayoub and Tobias Hoßfeld},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cnsm/LohBRSAH25.bib},
 booktitle = {21st International Conference on Network and Service Management, CNSM 2025, Bologna, Italy, October 27-31, 2025},
 doi = {10.23919/CNSM67658.2025.11297466},
 editor = {Walter Cerroni and Mauro Tortonesi and Davide Borsatti and Alberto Egon Schaeffer-Filho and Daphné Tuncer and Jérôme François and Martin Husák},
 pages = {1--7},
 publisher = {IEEE},
 timestamp = {Tue, 13 Jan 2026 10:23:09 +0100},
 title = {Energy Demand as AI Model Selection Criteria? Assessing Quality and Energy Consumption for AI based KQI Prediction in Video Streaming},
 url = {https://doi.org/10.23919/CNSM67658.2025.11297466},
 year = {2025}
}

Pegah Torkamandi, Navid Hasanzadeh, Jörg Ott, and Shahrokh Valaee,

Privacy-Preserving Crowd Size Estimation Using Wi-Fi and Machine Learning

22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems, MASS 2025, Chicago, IL, USA, October 6-8, 2025, pp. 143–150, IEEE, 2025, https://doi.org/10.1109/MASS66014.2025.00032.

@inproceedings{DBLP:conf/mass/TorkamandiHOV25,
 author = {Pegah Torkamandi and Navid Hasanzadeh and Jörg Ott and Shahrokh Valaee},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/mass/TorkamandiHOV25.bib},
 booktitle = {22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems, MASS 2025, Chicago, IL, USA, October 6-8, 2025},
 doi = {10.1109/MASS66014.2025.00032},
 pages = {143--150},
 publisher = {IEEE},
 timestamp = {Mon, 22 Dec 2025 17:04:02 +0100},
 title = {Privacy-Preserving Crowd Size Estimation Using Wi-Fi and Machine Learning},
 url = {https://doi.org/10.1109/MASS66014.2025.00032},
 year = {2025}
}

Chaitanya Aggarwal, Divya G. Nair, Jafar Mohammadi, Jyothisha J. Nair, and Jörg Ott,

Can Differential Privacy Hinder Poisoning Attack Detection in Federated Learning?

J. Sens. Actuator Networks, vol. 14, pp. 83, 2025, https://doi.org/10.3390/JSAN14040083.

@article{DBLP:journals/jsan/AggarwalNMNO25,
 author = {Chaitanya Aggarwal and Divya G. Nair and Jafar Mohammadi and Jyothisha J. Nair and Jörg Ott},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/jsan/AggarwalNMNO25.bib},
 doi = {10.3390/JSAN14040083},
 journal = {J. Sens. Actuator Networks},
 number = {4},
 pages = {83},
 timestamp = {Fri, 31 Oct 2025 14:23:33 +0100},
 title = {Can Differential Privacy Hinder Poisoning Attack Detection in Federated Learning?},
 url = {https://doi.org/10.3390/jsan14040083},
 volume = {14},
 year = {2025}
}

Niclas Ilg, Dominik Germek, Paul Duplys, and Michael Menth,

Beekeeper: Accelerating Honeypot Analysis With LLM-Driven Feedback

IEEE Access, vol. 13, pp. 168034–168054, 2025, https://doi.org/10.1109/ACCESS.2025.3613118.

@article{DBLP:journals/access/IlgGDM25,
 author = {Niclas Ilg and Dominik Germek and Paul Duplys and Michael Menth},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/access/IlgGDM25.bib},
 doi = {10.1109/ACCESS.2025.3613118},
 journal = {IEEE Access},
 pages = {168034--168054},
 timestamp = {Tue, 14 Oct 2025 19:40:09 +0200},
 title = {Beekeeper: Accelerating Honeypot Analysis With LLM-Driven Feedback},
 url = {https://doi.org/10.1109/ACCESS.2025.3613118},
 volume = {13},
 year = {2025}
}

Maximilian Egger, Rawad Bitar, Antonia Wachter-Zeh, and Deniz Gündüz,

Cost-Efficient Distributed Learning via Combinatorial Multi-Armed Bandits

Entropy, vol. 27, pp. 541, 2025, https://doi.org/10.3390/E27050541.

@article{DBLP:journals/entropy/EggerBWG25,
 author = {Maximilian Egger and Rawad Bitar and Antonia Wachter-Zeh and Deniz Gündüz},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/entropy/EggerBWG25.bib},
 doi = {10.3390/E27050541},
 journal = {Entropy},
 number = {5},
 pages = {541},
 timestamp = {Sun, 28 Sep 2025 12:58:04 +0200},
 title = {Cost-Efficient Distributed Learning via Combinatorial Multi-Armed Bandits},
 url = {https://doi.org/10.3390/e27050541},
 volume = {27},
 year = {2025}
}

Sina Shafaei, Alexandros Palaios, Zied Ennaceur, Jiajing Zhang, Vedhas Pandit, Pramesh Gautam, Afsaneh Gharouni, Borislava Gajic, Bitan Banerjee, Sachinkumar Bavikatti Mallikarjun, Mohammad Asif Habibi, Phuong Bich Duong, Simone Mangiante, Muhammad Qurratulain Khan, Mohammad Parvini, Philipp Schulz, Faizan Rauf, Norman Franchi, Renato L. G. Cavalcante, Jochen Fink, Philipp Reitz, Maximilian Lübke, Torsten Reißland, Ali El Husseini, Reem Karaki, Zahra Seifaei, Marco Danger, Carsten Bockelmann, Arne Bröring, Guenter Klas, Slawomir Stanczak, Hans D. Schotten, Gerhard P. Fettweis, Admela Jukan, Giang T. Nguyen, Rafael F. Schaefer, Ralf Irmer, Christian Wietfeld, and Armin Dekorsy,

Toward AI in 6G: Concepts, Techniques, and Standards

IEEE Access, vol. 13, pp. 143843–143874, 2025, https://doi.org/10.1109/ACCESS.2025.3595752.

@article{DBLP:journals/access/ShafaeiPEZPGGGBMHDMKPSR25,
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 url = {https://doi.org/10.1109/ACCESS.2025.3595752},
 volume = {13},
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}

Varun Gowtham, Florian Schreiner, Alqama Rao, Sindhura Shivaprasad, Marius Corici, and Thomas Magedanz,

GraphGPT: An Intent-Based Management System for Next Generation Networks

11th IEEE International Conference on Network Softwarization, NetSoft 2025, Budapest, Hungary, June 23-27, 2025, pp. 25–30, IEEE, 2025, https://doi.org/10.1109/NETSOFT64993.2025.11080567.

@inproceedings{DBLP:conf/netsoft/GowthamSRSCM25,
 author = {Varun Gowtham and Florian Schreiner and Alqama Rao and Sindhura Shivaprasad and Marius Corici and Thomas Magedanz},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/netsoft/GowthamSRSCM25.bib},
 booktitle = {11th IEEE International Conference on Network Softwarization, NetSoft 2025, Budapest, Hungary, June 23-27, 2025},
 doi = {10.1109/NETSOFT64993.2025.11080567},
 pages = {25–30},
 publisher = {IEEE},
 timestamp = {Wed, 30 Jul 2025 10:55:06 +0200},
 title = {GraphGPT: An Intent-Based Management System for Next Generation Networks},
 url = {https://doi.org/10.1109/NetSoft64993.2025.11080567},
 year = {2025}
}

Marius Corici, Pousali Chakraborty, and Thomas Magedanz,

Can Ai Agents Meet Beyond 5G and 6G Network Requirements?

11th IEEE International Conference on Network Softwarization, NetSoft 2025, Budapest, Hungary, June 23-27, 2025, pp. 19–24, IEEE, 2025, https://doi.org/10.1109/NETSOFT64993.2025.11080553.

@inproceedings{DBLP:conf/netsoft/CoriciCM25,
 author = {Marius Corici and Pousali Chakraborty and Thomas Magedanz},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/netsoft/CoriciCM25.bib},
 booktitle = {11th IEEE International Conference on Network Softwarization, NetSoft 2025, Budapest, Hungary, June 23-27, 2025},
 doi = {10.1109/NETSOFT64993.2025.11080553},
 pages = {19–24},
 publisher = {IEEE},
 timestamp = {Wed, 30 Jul 2025 10:55:06 +0200},
 title = {Can Ai Agents Meet Beyond 5G and 6G Network Requirements?},
 url = {https://doi.org/10.1109/NetSoft64993.2025.11080553},
 year = {2025}
}

Giovanni Bartolomeo, Navidreza Asadi, Wolfgang Kellerer, Jörg Ott, and Nitinder Mohan,

On-Demand Container Partitioning for Distributed ML

Proceedings of the 2025 USENIX Annual Technical Conference, USENIX ATC 2025, Boston, MA, USA, July 7-9, 2025, pp. 1481–1500, USENIX Association, 2025, https://www.usenix.org/conference/atc25/presentation/bartolomeo.

@inproceedings{DBLP:conf/usenix/BartolomeoAKOM25,
 author = {Giovanni Bartolomeo and Navidreza Asadi and Wolfgang Kellerer and Jörg Ott and Nitinder Mohan},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/usenix/BartolomeoAKOM25.bib},
 booktitle = {Proceedings of the 2025 USENIX Annual Technical Conference, USENIX ATC 2025, Boston, MA, USA, July 7-9, 2025},
 editor = {Deniz Altinbüken and Ryan Stutsman},
 pages = {1481--1500},
 publisher = {USENIX Association},
 timestamp = {Thu, 17 Jul 2025 16:58:23 +0200},
 title = {On-Demand Container Partitioning for Distributed ML},
 url = {https://www.usenix.org/conference/atc25/presentation/bartolomeo},
 year = {2025}
}

Niclas Ilg, Maximilian Pfitzenmaier, Dominik Germek, Paul Duplys, and Michael Menth,

ALDExA: Automated LLM-Assisted Detection of CVE Exploitation Attempts in Host-Captured Data

IEEE Access, vol. 13, pp. 95379–95391, 2025, https://doi.org/10.1109/ACCESS.2025.3575258.

@article{DBLP:journals/access/IlgPGDM25,
 author = {Niclas Ilg and Maximilian Pfitzenmaier and Dominik Germek and Paul Duplys and Michael Menth},
 bibsource = {dblp computer science bibliography, https://dblp.org},
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 timestamp = {Fri, 04 Jul 2025 22:11:04 +0200},
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 url = {https://doi.org/10.1109/ACCESS.2025.3575258},
 volume = {13},
 year = {2025}
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Sabri Mustafa Kahya, Boran Hamdi Sivrikaya, Muhammet Sami Yavuz, and Eckehard G. Steinbach,

FARE: A Deep Learning-Based Framework for Radar-Based Face Recognition and Out-of-Distribution Detection

2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025, pp. 1–5, IEEE, 2025, https://doi.org/10.1109/ICASSP49660.2025.10889758.

@inproceedings{DBLP:conf/icassp/KahyaSYS25,
 author = {Sabri Mustafa Kahya and Boran Hamdi Sivrikaya and Muhammet Sami Yavuz and Eckehard G. Steinbach},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/icassp/KahyaSYS25.bib},
 booktitle = {2025 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2025, Hyderabad, India, April 6-11, 2025},
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 year = {2025}
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Marvin Xhemrishi, Johan Östman, Antonia Wachter-Zeh, and Alexandre Graell i Amat,

FedGT: Identification of Malicious Clients in Federated Learning With Secure Aggregation

IEEE Trans. Inf. Forensics Secur., vol. 20, pp. 2577–2592, 2025, https://doi.org/10.1109/TIFS.2025.3539964.

@article{DBLP:journals/tifs/XhemrishiOWA25,
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Aaron Friedrich Kurz, Timotheus Kampik, Luise Pufahl, and Ingo Weber,

Business process improvement with AB testing and reinforcement learning: grounded theory-based industry perspectives

Softw. Syst. Model., vol. 24, pp. 87–109, 2025, https://doi.org/10.1007/S10270-024-01229-2.

@article{DBLP:journals/sosym/KurzKPW25,
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 year = {2025}
}

Mohamed Nejjar, Luca Zacharias, Fabian Stiehle, and Ingo Weber,

LLMs for science: Usage for code generation and data analysis

J. Softw. Evol. Process., vol. 37, 2025, https://doi.org/10.1002/SMR.2723.

@article{DBLP:journals/smr/NejjarZSW25,
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Julius Thomas, Finn Saile, Mathias Fischer, Dominik Kaaser, and Stefan Schulte,

Adaption via Selection: On Client Selection to Counter Concept Drift in Federated Learning

Service-Oriented and Cloud Computing - 11th IFIP WG 6.12 European Conference, ESOCC 2025, Bolzano, Italy, February 20-21, 2025, Proceedings, pp. 3–17, Springer, 2025, https://doi.org/10.1007/978-3-031-84617-5_1.

@inproceedings{DBLP:conf/esocc/ThomasSFKS25,
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 bibsource = {dblp computer science bibliography, https://dblp.org},
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Tobias Meuser, Lauri Lovén, Monowar Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, and Michael Welzl,

Revisiting Edge AI: Opportunities and Challenges

IEEE Internet Comput., vol. 28, pp. 49–59, 2024, https://doi.org/10.1109/MIC.2024.3383758.

@article{DBLP:journals/internet/MeuserLBPDABBLDEGMPRSSS24,
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Florian Maurer, Michael Meidinger, Yiming Lu, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, and Andreas Herkersdorf,

QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning

2024 IEEE Nordic Circuits and Systems Conference (NorCAS), Lund, Sweden, October 29-30, 2024, pp. 1–6, IEEE, 2024, https://doi.org/10.1109/NORCAS64408.2024.10752457.

@inproceedings{DBLP:conf/norcas/0003MLHSWH24,
 author = {Florian Maurer and Michael Meidinger and Yiming Lu and Thomas Hallermeier and Anmol Surhonne and Thomas Wild and Andreas Herkersdorf},
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Pegah Golchin, Chengbo Zhou, Hengyu Liu, Björn Scheuermann, Ralf Kundel, and Tobias Meuser,

Integrating Online Learning with Collaborative Machine Learning for Continuous Intrusion Detection in SDN

IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2024, Natal, Brazil, November 5-7, 2024, pp. 1–6, IEEE, 2024, https://doi.org/10.1109/NFV-SDN61811.2024.10807482.

@inproceedings{DBLP:conf/nfvsdn/GolchinZLSKM24,
 author = {Pegah Golchin and Chengbo Zhou and Hengyu Liu and Björn Scheuermann and Ralf Kundel and Tobias Meuser},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/nfvsdn/GolchinZLSKM24.bib},
 booktitle = {IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2024, Natal, Brazil, November 5-7, 2024},
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Olga Kondrateva, Stefan Dietzel, Maximilian Schambach, Johannes S. Otterbach, and Björn Scheuermann,

Progressive updates of convolutional neural networks for enhanced reliability in small satellite applications

Comput. Commun., vol. 225, pp. 185–194, 2024, https://doi.org/10.1016/J.COMCOM.2024.07.012.

@article{DBLP:journals/comcom/KondratevaDSOS24,
 author = {Olga Kondrateva and Stefan Dietzel and Maximilian Schambach and Johannes S. Otterbach and Björn Scheuermann},
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 url = {https://doi.org/10.1016/j.comcom.2024.07.012},
 volume = {225},
 year = {2024}
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Ingo Weber, Hendrik Linka, Daniel Mertens, Tamara Muryshkin, Heinrich Opgenoorth, and Stefan Langer,

FhGenie: A Custom, Confidentiality-Preserving Chat AI for Corporate and Scientific Use

21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024, pp. 26–31, IEEE, 2024, https://doi.org/10.1109/ICSA-C63560.2024.00011.

@inproceedings{DBLP:conf/icsa/WeberLMMOL24,
 author = {Ingo Weber and Hendrik Linka and Daniel Mertens and Tamara Muryshkin and Heinrich Opgenoorth and Stefan Langer},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/icsa/WeberLMMOL24.bib},
 booktitle = {21st IEEE International Conference on Software Architecture, ICSA 2024 - Companion, Hyderabad, India, June 4-8, 2024},
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 year = {2024}
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Florian Maurer, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, and Andreas Herkersdorf,

Machine learning in run-time control of multicore processor systems

it Inf. Technol., vol. 65, pp. 164–176, 2023, https://doi.org/10.1515/ITIT-2023-0056.

@article{DBLP:journals/it/MaurerTSDH23,
 author = {Florian Maurer and Moritz Thoma and Anmol Prakash Surhonne and Bryan Donyanavard and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/it/MaurerTSDH23.bib},
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 volume = {65},
 year = {2023}
}