@misc{StockhausenJohannsenMaurer2023, author = {Stockhausen, Pablo and Johannsen, Andreas and Maurer, Robert}, title = {Machine-Learning Verfahren f{\"u}r eine nachhaltige Letzte-Meile-Logistik}, year = {2023}, abstract = {Dieser Beitrag entwickelt ein Konzept zur praktischen Umsetzung eines Machine- Learning Verfahrens zum L{\"o}sen von Vehicle Routing Problemen im Kontext einer nachhaltigen "Letzte-Meile"-Logistik, welches durch einen Prototyp umgesetzt und getestet wurde. Der Prototyp basiert auf dem "Reinforcement Learning"-System und verwendet als Algorithmus "REINFORCE mit Baseline". In einer Vergleichsanalyse wurde der Prototyp mit dem bekannten Vertreter Google-OR, anhand von zwei Anwendungsszenarien, verglichen. Der Prototyp {\"u}berzeugt dabei in der Laufzeit und dem Automatismus. Es konnte festgestellt werden, dass eine Verwendung von Lernenden-Systemen f{\"u}r das Vehicle Routing Problem sich bei nur bei einem gr{\"o}ßeren Stoppvolumen und einer erweiterten IT-Infrastruktur empfiehlt.}, language = {de} } @article{PilgermannBocklischCreutzburg2020, author = {Pilgermann, Michael and Bocklisch, Thomas and Creutzburg, Reiner}, title = {Conception and implementation of a course for professional training and education in the field of IoT and smart home security}, series = {Electronic Imaging}, journal = {Electronic Imaging}, publisher = {Society for Imaging Science and Technology}, issn = {2470-1173}, doi = {10.2352/ISSN.2470-1173.2020.3.MOBMU-277}, pages = {277-1 -- 277-8}, year = {2020}, language = {en} } @incollection{ScheegRangnowScheeg2021, author = {Scheeg, Michaela and Rangnow, Juliane and Scheeg, Jochen}, title = {Nutzerzentriertheit als wesentliche Dimension f{\"u}r die Nachhaltigkeit von Digitalisierungsvorhaben}, series = {CSR und Digitalisierung : der digitale Wandel als Chance und Herausforderung f{\"u}r Wirtschaft und Gesellschaft}, booktitle = {CSR und Digitalisierung : der digitale Wandel als Chance und Herausforderung f{\"u}r Wirtschaft und Gesellschaft}, editor = {Hildebrandt, Alexandra}, edition = {2. Auflage}, publisher = {Springer Gabler}, address = {Berlin}, isbn = {978-3-662-61836-3 (online)}, doi = {10.1007/978-3-662-61836-3_5}, publisher = {Technische Hochschule Brandenburg}, pages = {73 -- 81}, year = {2021}, language = {de} } @article{PilgermannWerthCreutzburg2020, author = {Pilgermann, Michael and Werth, S{\"o}ren and Creutzburg, Reiner}, title = {Towards sector specific security operation}, series = {Electronic Imaging}, journal = {Electronic Imaging}, publisher = {Society for Imaging Science and Technology}, address = {Springfield, VA}, issn = {2470-1173}, doi = {10.2352/ISSN.2470-1173.2020.3.MOBMU-254}, pages = {254-1 -- 254-10}, year = {2020}, language = {en} } @article{KantJohannsen2022, author = {Kant, Daniel and Johannsen, Andreas}, title = {Evaluation of AI-based use cases for enhancing the cyber security defense of small and medium-sized companies (SMEs)}, series = {Electronic Imaging}, volume = {34}, journal = {Electronic Imaging}, number = {3}, publisher = {Society for Imaging Science and Technology}, issn = {2470-1173}, pages = {387-1 -- 387-8}, year = {2022}, abstract = {Companies are increasingly facing the challenges of a persistent cyber threat landscape. By means of AI, cyber attacks can be efficiently conducted more successful through offensive AI. As for cyber defense, AI can be also utilized against cyber threats (defensive AI). Due to limited resources, especially in small and medium-sized companies (SMEs), there is a need to deploy more effective defensive cyber security solutions. Precisely, the adaptation of AI-based resilient defenses must be driven forward. Therefore, the aim of this paper is to identify and evaluate AI-related use cases with a high impact potential on the cyber security level, while being applicable to SMEs at the same time. In order to reach the research goal, an extensive literature review of several online catalogs, surveys and online platforms was conducted. In conclusion, seven crucial AI-based security features were outlined that are providing a high impact potential to the security level for SMEs. Afterwards, the results are discussed and set into a broader context. Even though AI-based security solutions are providing a large range of advantages, certain challenges and barriers using AI-related security applications are addressed in the paper as well. A high need for usable state of the art AI based cyber security solution for SMEs was identified.}, language = {en} } @inproceedings{KantJohannsen2022, author = {Kant, Daniel and Johannsen, Andreas}, title = {Evaluation of AI-based use cases for enhancing the cyber secu- rity defense of small and medium-sized companies (SMEs)}, series = {Proc. IS \& T International Symposium on Electronic Imaging: Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications}, booktitle = {Proc. IS \& T International Symposium on Electronic Imaging: Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications}, address = {Springfield, VA}, doi = {10.2352/EI.2022.34.3.MOBMU-387}, pages = {387-1 -- 387-8}, year = {2022}, language = {en} } @article{KantJohannsen2021, author = {Kant, Daniel and Johannsen, Andreas}, title = {Sicherer Datenaustausch in Kooperationen - „Kooperation first - Sicherheit second?"}, series = {Mittelstand-Digital Magazin - Wissenschaft trifft Praxis}, journal = {Mittelstand-Digital Magazin - Wissenschaft trifft Praxis}, number = {2021/16}, publisher = {Begleitforschung Mittelstand-Digital}, pages = {41 -- 46}, year = {2021}, language = {de} } @book{JohannsenKant2020, author = {Johannsen, Andreas and Kant, Daniel}, title = {IT-Governance, Risiko-und Compliance-Management (IT-GRC) f{\"u}r KMU - Literaturanalyse und Ansatzbildung}, publisher = {Technische Hochschule Brandenburg}, address = {Brandenburg/Havel}, isbn = {978-3-945500-05-7}, issn = {2198-090X}, publisher = {Technische Hochschule Brandenburg}, pages = {28}, year = {2020}, language = {de} } @article{JohannsenAnnanEifert2020, author = {Johannsen, Andreas and Annan, Tarek and Eifert, Felix}, title = {Der IT-Mittelstand als Wegbereiter f{\"u}r datengetriebene und kooperative Gesch{\"a}ftsmodelle}, series = {Wissenschaft trifft Praxis : Mittelstadt-Digital Magazin}, journal = {Wissenschaft trifft Praxis : Mittelstadt-Digital Magazin}, number = {Ausgabe 13}, publisher = {Begleitforschung Mittelstand-Digital c/o WIK-Consult GmbH}, address = {Bad Honnef}, issn = {2198-8544 (Print)}, pages = {59 -- 67}, year = {2020}, language = {de} } @article{JohannsenKantCreutzburg2020, author = {Johannsen, Andreas and Kant, Daniel and Creutzburg, Reiner}, title = {Measuring IT security, compliance and data governance within small and medium-sized IT enterprises}, series = {Electronic Imaging}, journal = {Electronic Imaging}, publisher = {Society for Imaging Science and Technology}, address = {Springfield, VA}, issn = {2470-1173}, doi = {10.2352/ISSN.2470-1173.2020.3.MOBMU-252}, pages = {252-1 -- 252-11}, year = {2020}, language = {en} }