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Markus Bayer
Markus Bayer
Technical University (TU) of Darmstadt
Verified email at peasec.tu-darmstadt.de
Title
Cited by
Cited by
Year
A survey on data augmentation for text classification
M Bayer, MA Kaufhold, C Reuter
ACM Computing Surveys, 2022
2582022
Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning
MA Kaufhold, M Bayer, C Reuter
Information Processing & Management 57 (1), 102132, 2020
1132020
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers
M Bayer, MA Kaufhold, B Buchhold, M Keller, J Dallmeyer, C Reuter
International journal of machine learning and cybernetics 14 (1), 135-150, 2023
702023
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft-mobil, dezentral, ausfallsicher
C Reuter, W Schneider, D Eberz, M Bayer, D Hartung, C Kaygusuz
Gesellschaft für Informatik eV, 2018
212018
Cysecalert: An alert generation system for cyber security events using open source intelligence data
T Riebe, T Wirth, M Bayer, P Kühn, MA Kaufhold, V Knauthe, S Guthe, ...
International Conference on Information and Communications Security, 429-446, 2021
202021
OVANA: An approach to analyze and improve the information quality of vulnerability databases
P Kuehn, M Bayer, M Wendelborn, C Reuter
Proceedings of the 16th International Conference on Availability …, 2021
152021
Cysecbert: A domain-adapted language model for the cybersecurity domain
M Bayer, P Kuehn, R Shanehsaz, C Reuter
arXiv preprint arXiv:2212.02974, 2022
142022
CYWARN: Strategy and technology development for cross-platform cyber situational awareness and actor-specific cyber threat communication
MA Kaufhold, J Fromm, T Riebe, M Mirbabaie, P Kuehn, AS Basyurt, ...
Gesellschaft für Informatik eV, 2021
82021
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence
M Bayer, T Frey, C Reuter
Computers & Security 134, 103430, 2023
52023
Information overload in crisis management: Bilingual evaluation of embedding models for clustering social media posts in emergencies
M Bayer, MA Kaufhold, C Reuter
AIS, 2021
52021
Design and evaluation of deep learning models for real-time credibility assessment in Twitter
MA Kaufhold, M Bayer, D Hartung, C Reuter
Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021
22021
CYLENCE: Strategies and Tools for Cross-Media Reporting, Detection, and Treatment of Cyberbullying and Hatespeech in Law Enforcement Agencies
MA Kaufhold, M Bayer, J Bäumler, C Reuter, S Stieglitz, AS Basyurt, ...
GI, 2023
2023
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