Contact Person
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Michell Boerger
Scientist
Business Unit SQC
+49 30 3463-7452
SQC, Bild, Michell Boerger, 20210921
Elisabeth Porrmann

Michell Boerger (M.Sc.) is a Scientist at the business unit SQC

Education & Career

Michell received a Master of Science (M.Sc.) in Computer Science from the Technical University of Berlin. He is currently working as a Scientist for the Fraunhofer Institute for Open Communication Systems FOKUS, where he is active in the research group for Smart Cities. Furthermore, he is an active member of the group Quality Engineering for Quantum Computing. In his work at Fraunhofer FOKUS, Michell is involved in several industry and research projects in the areas of Smart Cities, Artificial Intelligence, Blockchain, IT Security, and Smart Energy. In the BMWi-funded WindNODE project, he developed and evaluated a blockchain-based prototype for a digital energy market (flexibility trading). Currently, he is working in the H2020 project SPATIAL on the challenges and possible solutions of explainable and trustworthy Artificial Intelligence in ICT systems and cybersecurity applications.

Expertise & Areas of Interest

  • Smart Cities
  • Artificial Intelligence
  • Network and IT Security
  • Blockchain
  • Cryptography
  • Software- and Network-Architecture
  • Quantum Computing & Quantum Machine Learning
  • Project Management

Projects

Current Projects:

  • H2020 SPATIAL – Explainable and trustworthy Artificial Intelligence in ICT systems and Cybersecurity.
  • Stadt-Land-Fluss (SLF) – Design and prototyping of a digital data platform for economic and nutritional data using Artificial Intelligence methods

Previous Projects:

  • STOA-Panel-Study „Key Enabling Technologies for European technological sovereignty” for the EU Parliament
  • WindNODE – Utilization of Blockchain for the Smart Energy domain

Publications

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments
Ottun, Abdul-Rasheed; Akintola, Adeyinka; Liyanage, Mohan; Boerger, Michell; Hui, Pan; Tarkoma, Sasu; Tcholtchev, Nikolay Vassilev; Nurmi, Petteri; Flores, Huber
Zeitschriftenaufsatz
Journal Article
2024 SPATIAL: Practical AI Trustworthiness with Human Oversight
Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ahmed, Ashfaq Hussain; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; La, Vinh Hoa; Nguyen, Manh-Dung; Soriente, Claudio; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber
Konferenzbeitrag
Conference Paper
2024 Quantitative Evaluation of xAI Methods for Multivariate Time Series - A Case Study for a CNN-Based MI Detection Model
Knof, Helene; Boerger, Michell; Tcholtchev, Nikolay Vassilev
Konferenzbeitrag
Conference Paper
2024 The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications
Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ragab, Mohamad; Bagave, Prachi; Westberg, Marcus; Asadi, Mehrdad; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; Siniarski, Bartlomiej; Liyanage, Madhusanka; La, Vinh Hoa; Nguyen , Manh-Dung; Montes De Oca, Edgardo; Oomen, Tessa; Gonçalves, João Fernando Ferreira; Tanasković, Illija; Klopanovic, Sasa; Kourtellis, Nicolas; Soriente, Claudio; Pridmore, Jason; Cavalli, Ana Rosa; Draskovic, Drasko; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber
Konferenzbeitrag
Conference Paper
2023 Towards an integrated methodology and toolchain for machine learning-based intrusion detection in Urban IoT networks and platforms
Rangelov, Denis; Lämmel, Philipp; Brunzel, Lisa; Borgert, Stephan; Darius, Paul; Tcholtchev, Nikolay Vassilev; Boerger, Michell
Zeitschriftenaufsatz
Journal Article
2023 One to Rule them All: A Study on Requirement Management Tools for the Development of Modern AI-based Software
Ottun, Abdul-Rasheed; Asadi, Mehrdad; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Gonçalves, João; Borovčanin, Duşan; Siniarsk, Bartlomiej; Flores, Huber
Konferenzbeitrag
Conference Paper
2023 Design and development of a short-term photovoltaic power output forecasting method based on Random Forest, Deep Neural Network and LSTM using readily available weather features
Rangelov, Denis; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Lämmel, Philipp; Hauswirth, Manfred
Zeitschriftenaufsatz
Journal Article
2023 Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems
Knof, Helene; Bagave, Prachi; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Yi Ding, Aaron
Konferenzbeitrag
Conference Paper
2022 Enabling short-term energy flexibility markets through Blockchain
Boerger, Michell; Lämmel, Philipp; Tcholtchev, Nikolay Vassilev; Hauswirth, Manfred
Zeitschriftenaufsatz
Journal Article
2022 Design and specification of a privacy-preserving registration for Blockchain-based energy markets
Boerger, Michell; Lämmel, Philipp; Tcholtchev, Nikolay Vassilev; Hauswirth, Manfred
Zeitschriftenaufsatz
Journal Article
2021 Policies and Recommendations for IT Security in Urban Environments from the Morgenstadt Urban Data Partnership Project
Lämmel, Philipp; Boerger, Michell; Tcholtchev, Nikolay; Ottendörfer, Eva
Zeitschriftenaufsatz
Journal Article
2021 Design and specification of a blockchain-based P2P energy trading platform
Rangelov, Denis; Subudhi, Budankailu Sameer Kumar; Lämmel, Philipp; Boerger, Michell; Tcholtchev, Nikolay Vassilev; Khan, Jaffer
Konferenzbeitrag
Conference Paper
2020 Leveraging blockchain technologies to build short-term energy flexibility markets
Boerger, Michell
Master Thesis
2020 Performance testing for VoIP emergency services
Subudhi, Budankailu Sameer Kumar; Catal, Faruk; Tcholtchev, Nikolay; Chiu, Kin Tsun; Rebahi, Yacine; Boerger, Michell; Lämmel, Philipp
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica