Publications

Publications

A machine learning method for the identification and characterization of novel COVID-19 drug targets
Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger
[Journal Article]


Metrikensysteme als Beitrag zur Umsetzung des risikobasierten Ansatzes
Gärtner, Tanya; Selzer, Annika
[Journal Article]


Personenbezogenheit vs. Anonymität
Stummer, Sarah
[Journal Article]


Digitalisierung in Deutschland: Ein Vergleich zu Südkorea und Singapur
Engelbrecht, Stefan; Gerber, Jens; Gyollai, Michael; Rosch, Philipp; Schulz, Cord C.; Selzer, Annika
[Journal Article]


Ohne Cybersicherheit kein Datenschutz, ohne Datenschutz keine Cybersicherheit?
Boll, Alina
[Journal Article]


How applicable are attribute-based approaches for human-centered ranking creation?
Barth, Clara-Maria; Schmid, Jenny; Ibrahim, Al-Hazwani; Sachdeva, Madhav; Cibulski, Lena; Bernard, Jürgen
[Journal Article]


SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Proença, Hugo; Damer, Naser
[Journal Article]


BatNet: a deep learning-based tool for automated bat species identification from camera trap images
Krivek, Gabriella; Gillert, Alexander; Harder, Martin; Fritze, Marcus; Frankowski, Karina; Timm, Luisa; Meyer‐Olbersleben, Liska; Lukas, Uwe Freiherr von; Kerth, Gerald; Schaik, Jaap van
[Journal Article]


Synthetic data for face recognition: Current state and future prospects
Boutros, Fadi; Struc, Vitomir; Fierrez, Julian; Damer, Naser
[Journal Article]


Inconsistencies in Darknet Researches
Platzer, Florian; Lux, Alexandra
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Scraping and Analyzing Data of a Large Darknet Marketplace
Yannikos, York; Heeger, Julian; Steinebach, Martin
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Image Hashing Robust Against Cropping and Rotation
Steinebach, Martin; Berwanger, Tiberius; Liu, Huajian
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Learning Needle Placement in Soft Tissue With Robot-assisted Navigation
Lautenschläger, Philipp; Rathmann, Nils; Rothfuss, Andreas; Kuhne, Markus; Stork, Simon; Noll, Matthias; Hetjens, Svetlana; Schoenberg, Stefan O.; Stallkamp, Jan; Diehl, Steffen
[Journal Article]


Multi-Printer Learning Framework for Efficient Optical Printer Characterization
Chen, Danwu; Urban, Philipp
[Journal Article]


As good as human experts in detecting plant roots in minirhizotron images but efficient and reproducible: the convolutional neural network "RootDetector"
Peters, Bo; Blume-Werry, Gesche; Gillert, Alexander; Schwieger, Sarah; Lukas, Uwe Freiherr von; Kreyling, Jürgen
[Journal Article]


Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
Terhörst, Philipp; Huber, Marco; Damer, Naser; Kirchbuchner, Florian; Raja, Kiran; Kuijper, Arjan
[Journal Article]


Wenn aus Worten Bilder werden
Steinebach, Martin
[Journal Article]


Detection of deepfakes using background-matching
Blümer, Stefanie; Steinebach, Martin; Frick, Raphael; Bunzel, Niklas
International Symposium on Electronic Imaging 2023
[Journal Article]


Predicting positions of flipped bits in robust image hashes
Hammann, Marius; Steinebach, Martin; Liu, Huajian; Bunzel, Niklas
International Symposium on Electronic Imaging 2023
[Journal Article]


Privacy preserving leak detection in peer-to-peer communication
Heeger, Julian; Bugert, Simon; Berchtold, Waldemar; Gruler, Alexander; Steinebach, Martin
International Symposium on Electronic Imaging 2023
[Journal Article]


Deepfakes, Dall-E & Co.
Frick, Raphael; Steinebach, Martin; Zmudzinski, Sascha
[Journal Article]


Audio captcha breaking and consequences for human users
Oberthür, Fabian; Steinebach, Martin; Battis, Verena
International Symposium on Electronic Imaging 2023
[Journal Article]


Integrity and authenticity verification of printed documents by smartphones
Bugert, Simon; Heeger, Julian; Berchtold, Waldemar
International Symposium on Electronic Imaging 2023
[Journal Article]


Erkennung von Kindesmissbrauch in Medien
Steinebach, Martin
[Journal Article]


Responsible Research and Innovation: Interdisziplinärer Workshop von IANUS und Schader-Stiftung
Riebe, Thea; Nordmann, Alfred; Reuter, Christian
Wissenschaft & Frieden, p.60-61
[Journal Article]


E-Sports Player Performance Metrics for Predicting the Outcome of League of Legends Matches Considering Player Roles
Bahrololloomi, Farnod; Klonowski, Fabio; Sauer, Sebastian; Horst, Robin; Dörner, Ralf
[Journal Article]


Comments on “Privacy-Enhanced Federated Learning Against Poisoning Adversaries”
Schneider, Thomas; Suresh, Ajith; Yalame, Hossein
IEEE Transactions on Information Forensics and Security, p.1407-1409
[Journal Article]


Dual-Use in der IT: Bewertung in der Softwareentwicklung
Riebe, Thea; Reuter, Christian
Wissenschaft & Frieden, p.46-48
[Journal Article]


Wie sehen Mitarbeiter von Feuerwehr und THW den Einsatz sozialer Medien in Gefahrenlagen?
Reuter, Christian; Ludwig, Thomas; Kaufhold, Marc-André; Spielhofer, Thomas
Crisis Prevention – Fachmagazin für Innere Sicherheit, Bevölkerungsschutz und Katastrophenhilfe, p.64-66
[Journal Article]


Interactive Input and Visualization for Planning with Temporal Uncertainty
Höhn, Markus; Wunderlich, Marcel; Ballweg, Kathrin; Kohlhammer, Jörn; Landesberger, Tatiana Von
[Journal Article]