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Author

Markus Bayer

Observed name: Bayer, Markus
Observed institution: Technische Universität Darmstadt
ORCID: 0000-0002-2040-5609
Observed ORCID: 0000-0002-2040-5609
OpenAlex ID: A5014971621
A Survey on Data Augmentation for Text Classification
2022 · Markus Bayer, Marc-André Kaufhold, et al. · ACM Computing Surveys · 434
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Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers
2022 · Markus Bayer, Marc-André Kaufhold, et al. · International Journal of Machine Learning and Cybernetics · 150
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Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning
2019 · Marc-André Kaufhold, Markus Bayer, et al. · Information Processing & Management · 99
CySecBERT : A Domain-Adapted Language Model for the Cybersecurity Domain
2024 · Markus Bayer, Philipp Kuehn, et al. · ACM Transactions on Privacy and Security · 67
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence
2023 · Markus Bayer, Tobias Frey, et al. · Computers & Security · 33
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases
2021 · Philipp Kuehn, Markus Bayer, et al. · International Conference on Availability, Reliability and Security (ARES) · 29
‘We Do Not Have the Capacity to Monitor All Media’: A Design Case Study on Cyber Situational Awareness in Computer Emergency Response Teams
2024 · Marc-André Kaufhold, Thea Riebe, et al. · CHI Conference on Human Factors in Computing Systems · 23
CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data
2021 · Thea Riebe, Tristan Wirth, et al. · Lecture notes in computer science · 22
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain
2025 · Markus Bayer · Technology, peace and security · 16
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ActiveLLM: Large Language Model-Based Active Learning for Textual Few-Shot Scenarios
2026 · Markus Bayer, Justin Lutz, et al. · Transactions of the Association for Computational Linguistics · 10
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CYWARN: Strategy and Technology Development for Cross-Platform Cyber Situational Awareness and Actor-Specific Cyber Threat Communication
2021 · Kaufhold, Marc-André, Fromm, Jennifer, et al. · TUbilio (Technical University of Darmstadt) · 9
Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies
2025 · Markus Bayer · Technology, peace and security · 8
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence
2022 · Bayer, Markus, Frey, Tobias, et al. · arXiv (Cornell University) · 6
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ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain
2023 · Kuehn, Philipp, Schmidt, Mike, et al. · arXiv (Cornell University) · 4
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Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter
2021 · Marc-André Kaufhold, Markus Bayer, et al. · Lecture notes in computer science · 4
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios
2025 · Markus Bayer · Technology, peace and security · 3
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft - mobil, dezentral, ausfallsicher
2018 · Reuter, Christian, Schneider, Wolfgang, et al. · Gesellschaft für Informatik (GI) · 3
A Survey on Data Augmentation for Text Classification
2025 · Markus Bayer · Technology, peace and security · 2
XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation
2025 · Markus Bayer · Technology, peace and security · 2
A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in English
2026 · Julian Bäumler, Louis Blöcher, et al. · ACM Transactions on Knowledge Discovery from Data · 1
Disinformation and Hate Speech as Intertwined Online Harms: A Large-Scale Study Using Fact-Checking Data
2026 · Schneider, Franziska, Bäumler, Julian, et al. · European Society for Socially Embedded Technologies (EUSSETDL) · 1
Reducing Information Overload: Because Even Security Experts Need to Blink
2025 · Philipp Kuehn, Markus Bayer, et al. · Lecture notes in computer science · 1
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Bandit on the Hunt: Dynamic Crawling for Cyber Threat Intelligence
2025 · Kuehn, Philipp, Nadermahmoodi, Dilara, et al. · arXiv (Cornell University)
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Review of: "SampleLLM: Optimizing Tabular Data Synthesis in Recommendations"
2025 · Markus Bayer · Qeios
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Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers
2025 · Markus Bayer · Technology, peace and security
Works count: 40
Citation count: 933
H-index: 10
I10-index: 10
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