@inproceedings{67313,
  author       = {{Voth, Diana and Dane, Leonidas and Grebe, Jonas and Peitz, Sebastian and Terhörst, Philipp}},
  booktitle    = {{2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)}},
  keywords     = {{own, own-conference}},
  pages        = {{1027--1039}},
  title        = {{{Effective Backdoor Learning on Open-Set Face Recognition Systems}}},
  doi          = {{10.1109/WACV61041.2025.00109}},
  year         = {{2025}},
}

@unpublished{67312,
  author       = {{Markmann, Thorben and Straat, Michiel and Peitz, Sebastian and Hammer, Barbara}},
  booktitle    = {{arXiv:2504.12000}},
  keywords     = {{own, own-preprint}},
  title        = {{{Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime}}},
  year         = {{2025}},
}

@unpublished{67310,
  author       = {{Boshoff, Septimus and Peitz, Sebastian and Klus, Stefan}},
  booktitle    = {{arXiv:2509.22482}},
  keywords     = {{own, own-preprint}},
  title        = {{{Bayesian Transfer Operators in Reproducing Kernel Hilbert Spaces}}},
  year         = {{2025}},
}

@inproceedings{62181,
  abstract     = {{This research investigates how Artificial Intelligence (AI) can be systematically integrated into existing business processes by combining suitable competencies with graphical AI workflow modelling. While AI offers a high potential for automation and increased efficiency, its implementation often fails due to a lack of interdisciplinary competencies that bridge the gap between domain expertise and IT know-how. Low-code platforms and visual modelling tools are increasingly recognised as enablers, empowering non-programmers to intuitively create graphical AI- based workflows. Nevertheless, specific competencies are required to realise the full potential of AI, the domain specific knowledge and align technical understanding with AI capabilities. The paper reviews the state of the art in AI-driven business process automation and competencies for visual low-code approaches. It then presents a practical solution to identify and systematise essential competence areas. Based on this, a practical competence model is developed to support the design of user-friendly, AI-enabled workflows. This is tested in a practical application context — emergency management — where it supports critical decision-making processes and is validated through expert feedback. The study concludes by offering actionable recommendations to help organisations foster the necessary competencies and methods for competently integrating AI into their digital processes.</jats:p>}},
  author       = {{Gräßler, Iris and Özcan, Deniz}},
  booktitle    = {{AHFE International}},
  issn         = {{2771-0718}},
  location     = {{Split}},
  publisher    = {{AHFE International}},
  title        = {{{Graphical AI workflow modelling: Identifying relevant competencies in AI-based automation of business processes}}},
  doi          = {{10.54941/ahfe1006785}},
  volume       = {{198}},
  year         = {{2025}},
}

@book{62182,
  abstract     = {{Die vorliegende Zukunftsstudie „Automation 2035“ gibt einen Ausblick auf die Entwicklung der Automatisierungstechnik in den nächsten 10 Jahren. Neben der Beschreibung von Trends wie Kreislaufwirtschaft, Automatisierung der Märkte, Biologisierung, autonome Systeme und Robotik sowie IT-Sicherheit wird die zu erwartende Veränderung in der Bildung beschrieben. Dazu verwenden wir Methoden der Zukunftsforschung und arbeiten mit der Szenario-Technik, um Zukunftsperspektiven der Automation aufzuzeigen. Personas werden eingesetzt, um die zukünftigen Entwicklungen plastisch aus den Augen der Personen im Jahr 2025 und in der Zukunft im Jahr 2035 zu beschreiben. Schlüsselthemen und Trends: ... ... Inhalt Executive summary 1 1 Einführung 3 2 Zukunftsfelder für die Automatisierungstechnik 2035 4 2.1 Kreislaufwirtschaft 4 2.2 Automatisierung der Märkte 7 2.3 Biologisierung 8 2.4 Autonome Systeme und Robotik 10 2.5 Security 12 2.6 Veränderung der Ausbildung 13 3 Szenario der Automation 2035 16 4 Personas 18 4.1 Unternehmer 18 4.2 Ingenieurin 19 4.3 Schüler 20 5 Thesen und Ausblick 22 Methodik 24 Autorenteam 25 Schrifttum 26... </p>}},
  author       = {{Gräßler, Iris and Özcan, Deniz and Tusek, Alena Marie and Bilgic, Attila and Lange, Christian and Stich, Christian and Maul, Christine and Heizmann, Michael and Weyrich, Michael and Dessel,, Sascha and Miny, Torben and Jumar, Ulrich}},
  isbn         = {{9783911670180}},
  publisher    = {{VDI Verlag}},
  title        = {{{Automation 2035}}},
  doi          = {{10.51202/9783911670180}},
  year         = {{2025}},
}

@article{61015,
  author       = {{Baier, Dominik and Kieke, Laureen and Voth, Sven and Kloß, Marvin and Huck, Marten and Steinrück, Hans-Georg and Tiemann, Michael}},
  issn         = {{2379-3694}},
  journal      = {{ACS Sensors}},
  number       = {{8}},
  pages        = {{5664--5673}},
  publisher    = {{American Chemical Society (ACS)}},
  title        = {{{Selective H<sub>2</sub> Gas Sensing Using ZIF-71/In-SnO<sub>2</sub> Bilayer Sensors: A Size-Selective Molecular Sieving Approach}}},
  doi          = {{10.1021/acssensors.5c00770}},
  volume       = {{10}},
  year         = {{2025}},
}

@inproceedings{61129,
  author       = {{Rotthaler, Anna Lena and Sri Ramulu, Harshini and Simko, Lucy and Fahl, Sascha and Acar, Yasemin}},
  booktitle    = {{IEEE Symposium on Security and Privacy, SP 2025, San Francisco, CA, USA, May 12-15, 2025}},
  editor       = {{Blanton, Marina and Enck, William and Nita-Rotaru, Cristina}},
  pages        = {{2228–2245}},
  publisher    = {{IEEE}},
  title        = {{{"It’s Time. Time for Digital Security.": An End User Study on Actionable Security and Privacy Advice}}},
  doi          = {{10.1109/SP61157.2025.00100}},
  year         = {{2025}},
}

@article{67335,
  author       = {{Rotthaler, Anna Lena and Oberthür, Simon and Somorovsky, Juraj and Thommes, Kirsten and Trang, Simon Thanh-Nam and Acar, Yasemin and Cukier, Michel and Enck, William and Kapravelos, Alexandros and Kästner, Christian}},
  journal      = {{arXiv preprint arXiv:2512.02600}},
  title        = {{{S3C2 SICP Summit 2025-06: Vulnerability Response Summit}}},
  year         = {{2025}},
}

@article{57829,
  abstract     = {{Artificial intelligence (AI) is driving transformative changes across numerous fields, revolutionizing conventional processes and creating new opportunities for innovation. The development of mechatronic systems is undergoing a similar transformation. Over the past decade, modeling, simulation, and optimization techniques have become integral to the design process, paving the way for the adoption of AI-based methods. In this paper, we examine the potential for integrating AI into the engineering design process, using the V-model from the VDI guideline 2206, considered the state-of-the-art in product design, as a foundation. We identify and classify AI methods based on their suitability for specific stages within the engineering product design workflow. Furthermore, we present a series of application examples where AI-assisted design has been successfully implemented by the authors. These examples, drawn from research projects within the DFG Priority Program \emph{SPP~2353: Daring More Intelligence - Design Assistants in Mechanics and Dynamics}, showcase a diverse range of applications across mechanics and mechatronics, including areas such as acoustics and robotics.}},
  author       = {{de Payrebrune, Kristin M. and Flaßkamp, Kathrin and Ströhla, Tom and Sattel, Thomas and Bestle, Dieter and Röder, Benedict and Eberhard, Peter and Peitz, Sebastian and Stoffel, Marcus and Rutwik, Gulakala and Aditya, Borse and Wohlleben, Meike Claudia and Sextro, Walter and Raff, Maximilian and Remy, C. David and Yadav, Manish and Stender, Merten and van Delden, Jan and Lüddecke, Timo and Langer, Sabine C. and Schultz, Julius and Blech, Christopher}},
  journal      = {{Technische Mechanik - European Journal of Engineering Mechanics}},
  number       = {{1}},
  pages        = {{1--23}},
  title        = {{{The impact of AI on engineering design procedures for dynamical systems}}},
  doi          = {{10.24352/UB.OVGU-2025-037}},
  volume       = {{45}},
  year         = {{2025}},
}

@article{59335,
  abstract     = {{Technological advancements and evolving value orientations reshape future value creation and pose new requirements for service innovation. While a variety of disciplines are developing new approaches to drive service innovation, this is primarily done in isolation and generates only fragmented solutions. Sociological theory has proposed “boundary objects” as an effective umbrella for communication and cooperation among communities. Therefore, we introduce continuous value shaping (CVS) as a boundary object describing service innovation approaches along five principles. We reflect on this concept through the different disciplinary lenses of researchers in service marketing, information systems, service engineering, sociology of work, and innovation management. These perspectives highlight how the CVS principles already connect to discourses within the individual disciplines. However, the CVS concept will not only provide an umbrella to embrace existing activities in different academic disciplines. It also assists to identify research themes that will benefit from uniting the power of these disciplines, and it can serve as an integrating framework to conceptualize complex service innovation approaches. Thus, the CVS concept should guide both researchers and practitioners to develop and implement novel innovation and transformation efforts—in and across organizations.}},
  author       = {{Böhmann, Tilo and Roth, Angela and Satzger, Gerhard and Benz, Carina and Beverungen, Daniel and Boes, Andreas and Breidbach, Christoph and Gersch, Martin and Gudergan, Gerhard and Hogreve, Jens and Kurtz, Christian and Langes, Barbara and Leimeister, Jan Marco and Lewandowski, Tom and Meiren, Thomas and Nägele, Rainer and Paluch, Stefanie and Peters, Christoph and Poeppelbuss, Jens and Robra-Bissantz, Susanne and Schultz, Carsten and Schumann, Jan H. and Wirtz, Jochen and Wünderlich, Nancy V.}},
  issn         = {{1019-6781}},
  journal      = {{Electronic Markets}},
  keywords     = {{Continuous value shaping (CVS), Service research, Service innovation, Digitalization, Sustainability, Interdisciplinary research}},
  number       = {{1}},
  publisher    = {{Springer Science and Business Media LLC}},
  title        = {{{Continuous value shaping: A boundary concept for innovating service innovation approaches}}},
  doi          = {{10.1007/s12525-025-00771-1}},
  volume       = {{35}},
  year         = {{2025}},
}

@article{66150,
  abstract     = {{<jats:p>
            Releasing jobs and performing scheduling decisions in real-time operating systems (RTOSes) is often realized within tick interrupts. In each tick interrupt, a set of tasks that are waiting to release new jobs, namely, the waiting set, is inspected to determine the jobs that should be released at this tick. Such a waiting set is sorted whenever a job has finished, by which the release process can be efficiently achieved. However, the overhead of sorting can vary vastly depending on the task set, which has to be taken into account in the worst-case timing analysis. Moreover, the tick interrupt in common practices is backed by a single hardware timer that is configured to trigger interrupts, either with a fixed period or reconfigured to the next release time (so-called one-shot timer). Since not necessarily at every interrupt a job will be released, several tick interrupts might be redundant. For the one-shot timers, the reconfiguration during runtime also incurs overheads at a variable interval. To reduce such variability and amount of overhead, in this work, we propose
            <jats:italic toggle="yes">LazyTick</jats:italic>
            which partitions the task set and distributes the subsets over multiple timers. Specifically, we propose two job release procedures with constant operations overhead—one for harmonic task sets and one for non-harmonic task sets. We implemented the support for multiple hardware timers in FreeRTOS and conducted intensive experimental evaluations. The evaluation shows that
            <jats:italic toggle="yes">LazyTick</jats:italic>
            can reduce the variability in overhead by up to ≈ 5 × in peak and ≈ 3× on average in comparison to the default implementation. Additionally, the combined overhead of the job release process is reduced by up to ≈ 6.1 × in peak and ≈ 3.6× on average.
          </jats:p>}},
  author       = {{Heider, Kay and Hakert, Christian and Chen, Kuan-Hsun and Chen, Jian-Jia}},
  issn         = {{1539-9087}},
  journal      = {{ACM Transactions on Embedded Computing Systems}},
  number       = {{5s}},
  pages        = {{1--25}},
  publisher    = {{Association for Computing Machinery (ACM)}},
  title        = {{{LazyTick: Lazy and Efficient Management of Job Release in Real-Time Operating Systems}}},
  doi          = {{10.1145/3762651}},
  volume       = {{24}},
  year         = {{2025}},
}

@article{66147,
  abstract     = {{<jats:title>Abstract</jats:title>
          <jats:p>Reinforcement Learning (RL) has emerged as a promising tool for decision-making in various applications, particularly in uncertain environments. While its adoption in embedded systems—especially hard real-time systems—faces challenges due to stringent timing constraints, integrating shielding mechanisms may offer a pathway for RL to optimize its scheduling decisions, preserving worst-case timing guarantees. This position paper shows a use case where RL selects compliant execution versions for fault-tolerant real-time systems while minimizing the system utilization in runtime. Furthermore, we discuss possible directions for further exploring RL’s role in real-time systems for improved adaptability.</jats:p>}},
  author       = {{Shi, Junjie and Chen, Kuan-Hsun}},
  issn         = {{0922-6443}},
  journal      = {{Real-Time Systems}},
  number       = {{2}},
  pages        = {{306--310}},
  publisher    = {{Springer Science and Business Media LLC}},
  title        = {{{Shielded reinforcement learning for fault-tolerant scheduling in real-time systems}}},
  doi          = {{10.1007/s11241-025-09441-z}},
  volume       = {{61}},
  year         = {{2025}},
}

@article{66148,
  author       = {{Chen, Kuan-Hsun and Li, Jing and Reghenzani, Federico and Chen, Jian-Jia}},
  issn         = {{2378-962X}},
  journal      = {{ACM Transactions on Cyber-Physical Systems}},
  number       = {{1}},
  pages        = {{1--2}},
  publisher    = {{Association for Computing Machinery (ACM)}},
  title        = {{{Introduction to the Special Issue on Fault-Resilient Cyber-Physical Systems—Part 2}}},
  doi          = {{10.1145/3712019}},
  volume       = {{9}},
  year         = {{2025}},
}

@article{66153,
  author       = {{Chen, Kuan-Hsun and Li, Jing and Reghenzani, Federico and Chen, Jian-Jia}},
  issn         = {{2378-962X}},
  journal      = {{ACM Transactions on Cyber-Physical Systems}},
  number       = {{1}},
  pages        = {{1--2}},
  publisher    = {{Association for Computing Machinery (ACM)}},
  title        = {{{Introduction to the Special Issue on Fault-Resilient Cyber-Physical Systems—Part 2}}},
  doi          = {{10.1145/3712019}},
  volume       = {{9}},
  year         = {{2025}},
}

@inproceedings{66156,
  author       = {{Winschermann, Leoni and Günzel, Mario and Chen, Kuan-Hsun and Hurink, Johann}},
  booktitle    = {{Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems}},
  publisher    = {{ACM}},
  title        = {{{Optimizing Electric Vehicle Scheduling with Charging Guarantees using Flow Models with Local Penalties}}},
  doi          = {{10.1145/3679240.3734593}},
  year         = {{2025}},
}

@inproceedings{66152,
  author       = {{Nassar, Hassan and Wei, Ming-Liang and Yang, Chia-Lin and Henkel, Jörg and Chen, Kuan-Hsun}},
  booktitle    = {{2025 Design, Automation &amp;amp; Test in Europe Conference (DATE)}},
  publisher    = {{IEEE}},
  title        = {{{REAP-NVM: Resilient Endurance-Aware NVM-Based PUF Against Learning-Based Attacks}}},
  doi          = {{10.23919/date64628.2025.10992747}},
  year         = {{2025}},
}

@inproceedings{66158,
  author       = {{Cishugi, Elijah Seth and Smit, Tijmen T. and Forlin, Bruno and Cazzaniga, Carlo and Chen, Kuan-Hsun and Ottavi, Marco}},
  booktitle    = {{2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS)}},
  publisher    = {{IEEE}},
  title        = {{{Bloom Filters for Soft Error Detection: Neutron and Fault Injection Validation}}},
  doi          = {{10.1109/iolts65288.2025.11116913}},
  year         = {{2025}},
}

@inproceedings{66161,
  author       = {{Cishugi, Elijah Seth and Smit, Tijmen T. and Forlin, Bruno and Cazzaniga, Carlo and Chen, Kuan-Hsun and Ottavi, Marco}},
  booktitle    = {{2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS)}},
  publisher    = {{IEEE}},
  title        = {{{Bloom Filters for Soft Error Detection: Neutron and Fault Injection Validation}}},
  doi          = {{10.1109/iolts65288.2025.11116913}},
  year         = {{2025}},
}

@article{63580,
  author       = {{Dyck, Daniel and Hechtner, Frank and Maiterth, Ralf and Sureth-Sloane, Caren}},
  journal      = {{Steuer und Wirtschaft}},
  number       = {{Sonderheft NeSt}},
  pages        = {{26--44}},
  title        = {{{Abschreibungen als Mittel der Investitionsförderung in Deutschland - Möglichkeiten, Grenzen und Perspektiven evidenzbasierter Analysen}}},
  volume       = {{102}},
  year         = {{2025}},
}

@unpublished{62262,
  abstract     = {{We construct the first examples of chamber-regular lattices on C̃₂-buildings. Assuming a conjecture of Kantor our list of examples becomes a classification for chamber-regular C̃₂-lattices on locally-finite C̃₂-buildings. The links of special vertices in the buildings we construct, are all isomorphic to (the incidence graph of) the unique generalized quadrangle Q of order (3,5). In particular our constructions involve chamber-regular actions on Q. These actions on Q are the first (and if Kantor's conjecture holds the only) chamber-regular actions on a finite generalized quadrangle and therefore interesting in their own right. Moreover Q is not Moufang and therefore none of our examples is a Bruhat-Tits building and all our lattices are exotic building lattices.}},
  author       = {{Stamer, Franziska and Titz Mite, Thomas }},
  pages        = {{29}},
  title        = {{{On Chamber-regular C̃₂-Lattices}}},
  year         = {{2025}},
}