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Publication search results
found 71 matches
- 2024
- Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter:
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. ACM Trans. Priv. Secur. 27(2): 18 (2024) - Marc-André Kaufhold, Thea Riebe, Markus Bayer, Christian Reuter:
'We Do Not Have the Capacity to Monitor All Media': A Design Case Study on Cyber Situational Awareness in Computer Emergency Response Teams. CHI 2024: 580:1-580:16 - Markus Bayer, Markus Neiczer, Maximilian Samsinger, Björn Buchhold, Christian Reuter:
XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation. LREC/COLING 2024: 17725-17738 - Markus Bayer, Christian Reuter:
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios. CoRR abs/2405.10808 (2024) - Viktor Martinek, Julia Reuter, Ophelia Frotscher, Sanaz Mostaghim, Markus Richter, Roland Herzog:
Shape Constraints in Symbolic Regression using Penalized Least Squares. CoRR abs/2405.20800 (2024) - Tobias Lingenberg, Markus Reuter, Gopika Sudhakaran, Dominik Gojny, Stefan Roth, Simone Schaub-Meyer:
DIAGen: Diverse Image Augmentation with Generative Models. CoRR abs/2408.14584 (2024) - 2023
- Markus Bayer, Tobias Frey, Christian Reuter:
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence. Comput. Secur. 134: 103430 (2023) - Markus Bayer, Marc-André Kaufhold, Christian Reuter:
A Survey on Data Augmentation for Text Classification. ACM Comput. Surv. 55(7): 146:1-146:39 (2023) - Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter:
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers. Int. J. Mach. Learn. Cybern. 14(1): 135-150 (2023) - Andreas Marek, Markus Rampp, Klaus Reuter, Erwin Laure:
Beyond the Fourth Paradigm - the Rise of AI. e-Science 2023: 1-4 - Marc-André Kaufhold, Markus Bayer, Julian Bäumler, Christian Reuter, Stefan Stieglitz, Ali Sercan Basyurt, Milad Mirbabaie, Christoph Fuchss, Kaan Eyilmez:
CYLENCE: Strategies and Tools for Cross-Media Reporting, Detection, and Treatment of Cyberbullying and Hatespeech in Law Enforcement Agencies. MuC (Workshopband) 2023 - Sarah M. Muller, Sundaresh Ram, Katie J. Bayfield, Julia H. Reuter, Sonja Gestewitz, Lifeng Yu, Mark Oliver Wielpütz, Hans-Ulrich Kauczor, Claus Peter Heussel, Terry E. Robinson, Brian J. Bartholmai, Charles R. Hatt, Paul D. Robinson, Craig J. Galbán, Oliver Weinheimer:
Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CT. MICCAI (3) 2023: 432-441 - Philipp Kuehn, Mike Schmidt, Markus Bayer, Christian Reuter:
ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain. CoRR abs/2304.11960 (2023) - 2022
- Aparecido Fabiano Pinatti de Carvalho, Saqib Saeed, Christian Reuter, Markus Rohde, David Randall, Volkmar Pipek, Volker Wulf:
Understanding Nomadic Practices of Social Activist Networks Through the Lens of Infrastructuring: the Case of the European Social Forum. Comput. Support. Cooperative Work. 31(4): 731-769 (2022) - James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz:
Learning tree structures from leaves for particle decay reconstruction. Mach. Learn. Sci. Technol. 3(3): 35012 (2022) - Mihaly Varadi, Stephen Anyango, David R. Armstrong, John M. Berrisford, Preeti Choudhary, Mandar S. Deshpande, Nurul Nadzirin, Sreenath Nair, Lukás Pravda, Ahsan Tanweer, Bissan Al-Lazikani, Claudia Andreini, Geoffrey J. Barton, David Bednar, Karel Berka, Tom L. Blundell, Kelly Brock, José María Carazo, Jirí Damborský, Alessia David, Sucharita Dey, Roland L. Dunbrack Jr., Juan Fernández-Recio, Franca Fraternali, Toby J. Gibson, Manuela Helmer-Citterich, David Hoksza, Thomas A. Hopf, David Jakubec, Natarajan Kannan, Radoslav Krivák, Manjeet Kumar, Emmanuel D. Levy, Nir London, José Ramón Macías, Mallur Srivatsan Madhusudhan, Debora S. Marks, Lennart Martens, Stuart A McGowan, Jake E. McGreig, Vivek Modi, R. Gonzalo Parra, Gerardo Pepe, Damiano Piovesan, Jaime Prilusky, Valeria Putignano, Leandro G. Radusky, Pathmanaban Ramasamy, Atilio O. Rausch, Nathalie Reuter, Luis A. Rodriguez, Nathan J. Rollins, Antonio Rosato, Pawel Rubach, Luis Serrano, Gulzar Singh, Petr Skoda, Carlos Oscar Sánchez Sorzano, Jan Stourac, Joanna I. Sulkowska, Radka Svobodová Vareková, Natalia Tichshenko, Silvio C. E. Tosatto, Wim F. Vranken, Mark N. Wass, Dandan Xue, Daniel Zaidman, Janet M. Thornton, Michael J. E. Sternberg, Christine A. Orengo, Sameer Velankar:
PDBe-KB: collaboratively defining the biological context of structural data. Nucleic Acids Res. 50(D1): 534-542 (2022) - Markus Bayer, Tobias Frey, Christian Reuter:
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence. CoRR abs/2207.11076 (2022) - James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh, Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit, Markus Götz:
Learning Tree Structures from Leaves For Particle Decay Reconstruction. CoRR abs/2208.14924 (2022) - Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter:
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. CoRR abs/2212.02974 (2022) - 2021
- Miriam Menzel, Jan André Reuter, David Gräßel, Mike Huwer, Philipp Schlömer, Katrin Amunts, Markus Axer:
Scattered Light Imaging: Resolving the substructure of nerve fiber crossings in whole brain sections with micrometer resolution. NeuroImage 233: 117952 (2021) - Philipp Kuehn, Markus Bayer, Marc Wendelborn, Christian Reuter:
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases. ARES 2021: 22:1-22:11 - Markus Bayer, Marc-André Kaufhold, Christian Reuter:
Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies. ECIS 2021 - Marc-André Kaufhold, Markus Bayer, Daniel Hartung, Christian Reuter:
Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter. ICANN (5) 2021: 396-408 - Thea Riebe, Tristan Wirth, Markus Bayer, Philipp Kuehn, Marc-André Kaufhold, Volker Knauthe, Stefan Guthe, Christian Reuter:
CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data. ICICS (1) 2021: 429-446 - Marc-André Kaufhold, Jennifer Fromm, Thea Riebe, Milad Mirbabaie, Philipp Kühn, Ali Sercan Basyurt, Markus Bayer, Marc Stöttinger, Kaan Eyilmez, Reinhard Möller, Christoph Fuchß, Stefan Stieglitz, Christian Reuter:
CYWARN: Strategy and Technology Development for Cross-Platform Cyber Situational Awareness and Actor-Specific Cyber Threat Communication. MuC (Workshopband) 2021 - Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter:
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers. CoRR abs/2103.14453 (2021) - Markus Bayer, Marc-André Kaufhold, Christian Reuter:
A Survey on Data Augmentation for Text Classification. CoRR abs/2107.03158 (2021) - 2020
- Victor Artigues, Katharina Kormann, Markus Rampp, Klaus Reuter:
Evaluation of performance portability frameworks for the implementation of a particle-in-cell code. Concurr. Comput. Pract. Exp. 32(11) (2020) - Marc-André Kaufhold, Markus Bayer, Christian Reuter:
Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning. Inf. Process. Manag. 57(1) (2020) - 2019
- Saqib Saeed, Volkmar Pipek, Markus Rohde, Christian Reuter, Aparecido Fabiano Pinatti de Carvalho, Volker Wulf:
Nomadic Knowledge Sharing Practices and Challenges: Findings From a Long-Term Case Study. IEEE Access 7: 63564-63577 (2019)
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