Publications

Publications

Combining seeded region growing and k-nearest neighbours for the segmentation of routinely acquired spatio-temporal image data
Zerweck, Lukas; Wesarg, Stefan; Kohlhammer, Jörn; Köhm, Michaela
International Congress and Exhibition on Computer Assisted Radiology and Surgery 2024
[Journal Article]


SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
Gehlhar, Till; Marx, Felix; Schneider, Thomas; Suresh, Ajith; Wehrle, Tobias; Yalame, Hossein
6th Deep Learning Security and Privacy Workshop (DLSP 2023)
[Conference Proceedings]


FLUTE: Fast and Secure Lookup Table Evaluations
Brüggemann, Andreas; Hundt, Robin; Schneider, Thomas; Suresh, Ajith; Yalame, Hossein
Proceedings: 44th IEEE Symposium on Security and Privacy: SP 2023, p.515-533
[Conference Proceedings]


ExTRUST: Reducing exploit stockpiles with a privacy-preserving depletion system for inter-state relationships
Reinhold, Thomas; Kühn, Philipp; Günther, Daniel; Schneider, Thomas; Reuter, Christian
IEEE Transactions on Technology and Society, p.158-170
[Journal Article]


MARIA - Innovative Maritime Serviceprodukte durch Einsatz von Augmented Reality und intelligenten Assistenzsystemen
Bauer, Kristine; Novikova, Anastasiia; Petersen, Arne; Imenkamp, Charlotte; Göbel, Davy; Möhr, Thomas; Nonnemann, Lars; Voskamp, Jörg; Aehnelt, Mario; Martius, Christoph Georg Rudolf; Müller, Joshua; Zacharias, Miriam; John, Ole; Ritter, Holger; Koch, Uwe; Nikschat, Wolfgang; Ritter, Jan; Petz, Gerhard; Ebeling, Rolf; Wörheide, Arne; Somogyi, Tom; Raupach, Anton; Meißner, Robert; Tewes, Inga; Gülenc, Mustafa; Mesbah, Ahmed; Schady, Rico; Wagner, Philipp; Wiegershaus, Uwe; Kaufmann, Wilhelm; Sassmannshausen, Jens; Schulze, Kristina; Jantzen, Andreas; Pauly, Thomas
[Book Article]


Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning
Sendner, Christoph; Chen, Huili; Fereidooni, Hossein; Petzi, Lukas; König, Jan; Stang, Jasper; Dmitrienko, Alexandra; Sadeghi, Ahmad-Reza; Koushanfar, Farinaz
Network and Distributed Systems Security (NDSS) Symposium 2023
[Conference Proceedings]


DARWIN: Survival of the Fittest Fuzzing Mutators
Jauernig, Patrick; Jakobovic, Domagoj; Picek, Stjepan; Stapf, Emmanuel; Sadeghi, Ahmad-Reza
Network and Distributed Systems Security (NDSS) Symposium 2023
[Conference Proceedings]


Angemessene technische und organisatorische Maßnahmen
Gärtner, Tanya; Selzer, Annika
[Journal Article]


Boosting the Generalizability and Fairness of Presentation Attack Detection
Fang, Meiling
[Thesis]


How to Count Bots in Longitudinal Datasets of IP Addresses
Böck, Leon; Levin, Dave; Padmanabhan, Ramakrishna; Doerr, Christian; Mühlhäuser, Max
30th Annual Network and Distributed System Security Symposium, NDSS 2023, San Diego, California, USA, February 27 - March 3, 2023
[Conference Proceedings]


A Scalable AI Training Platform for Remote Sensing Data
Würz, Hendrik Martin; Kocon, Kevin; Pedretscher, Barbara; Klien, Eva; Eggeling, Eva
Conference on Geographic Information Science 2023
[Conference Paper]


On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data
Fu, Biying; Klemt, Marcel; Boutros, Fadi; Damer, Naser
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Damer, Naser; Fang, Meiling; Siebke, Patrick; Kolf, Jan Niklas; Huber, Marco; Boutros, Fadi
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


Uncertainty-aware Comparison Scores for Face Recognition
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


Optimization-Based Improvement of Face Image Quality Assessment Techniques
Babnik, Žiga; Damer, Naser; Štruc, Vitomir
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases
Höhn, Markus; Schwindt, Sarah; Hahn, Sara; Patyna, Sammy; Büttner, Stefan; Kohlhammer, Jörn
International Workshop on Visual Analytics 2023
[Conference Paper]


SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
Kolf, Jan Niklas; Rieber, Tim Jannik; Elliesen, Jurek; Boutros, Fadi; Kuijper, Arjan; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


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]


Potentials and Limits of Filter Technology for the Regulation of Hate Speech and Fake News
Steinebach, Martin
[Book 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]