Daniel Fährmann

Daniel Fährmann studied Applied Computer Science at the Baden-Württemberg Cooperative State University, graduating with a Bachelor of Science degree in 2013. During this period, he was employed by Hewlett-Packard GmbH as part of his dual study program. From 2012 to 2015, Mr. Fährmann continued his work at HP’s as an IT consultant for VoIP and network technologies. This three-year professional experience was followed by studies in computer science at the Technical University of Darmstadt, which Mr. Fährmann completed in 2019 with a Master of Science degree. From the end of 2016 to the beginning of 2020, he worked as a research assistant in the Smart Living & Biometric Technologies department of the Fraunhofer Institute for Computer Graphics Research IGD in Darmstadt, where he has been a research associate since February 2020.

Mr. Fährmann's research focuses on Situation Recognition in Smart Environments, Anomaly Detection and Safe & Secure Smart Cities.

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 Ubiquitous Multi-Occupant Detection in Smart Environments
Fährmann, Daniel; Boutros, Fadi; Kubon, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser
Zeitschriftenaufsatz
Journal Article
2024 Anomaly Detection in Smart Environments: A Comprehensive Survey
Fährmann, Daniel; Martín, Laura; Sánchez, Luis; Damer, Naser
Zeitschriftenaufsatz
Journal Article
2022 Double Deep Q-Learning with Prioritized Experience Replay for Anomaly Detection in Smart Environments
Fährmann, Daniel; Jorek, Nils; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems
Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 On Soft-Biometric Information Stored in Biometric Face Embeddings
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 Beyond Identity: What Information is Stored in Biometric Face Templates?
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

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

ATHENE: Mission “Secure Urban Infrastructures” – Project “Situation Awareness for Smart Cities”

Through the use of appropriate IT infrastructures and sensor networks, cities are to become efficient and technologically advanced "smart cities", in which the quality of life of the residents is enhanced and resources are conserved, while at the same time the information and communication systems are protected against cyberattacks.

Secure Urban Infrastructures - ATHENE (athene-center.de)