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Markus Bayer
Markus Bayer
Technical University (TU) of Darmstadt
Bestätigte E-Mail-Adresse bei peasec.tu-darmstadt.de
Titel
Zitiert von
Zitiert von
Jahr
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
842020
A survey on data augmentation for text classification
M Bayer, MA Kaufhold, C Reuter
ACM Computing Surveys, 2022
602022
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, 1-16, 2022
172022
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft-mobil, dezentral, ausfallsicher
C Reuter, W Schneider, D Eberz, M Bayer, D Hartung, C Kaygusuz
Mensch und Computer 2018-Workshopband, 2018
142018
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, ...
Information and Communications Security: 23rd International Conference …, 2021
92021
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
82021
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 Kühn, AS Basyurt, ...
Mensch und Computer 2021-Workshopband, 2021
52021
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
42021
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain
M Bayer, P Kuehn, R Shanehsaz, C Reuter
arXiv preprint arXiv:2212.02974, 2022
12022
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence
M Bayer, T Frey, C Reuter
arXiv preprint arXiv:2207.11076, 2022
12022
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
2021
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