Markus Bayer

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 20

Top Venues

Technical University Munich, Germany (PHD)

Education History

Technical University Munich, Germany

PHD

Publications

Markus Bayer, Christian Reuter
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios. CoRR (2024)
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)
Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. ACM Trans. Priv. Secur. 27 (2) (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)
Markus Bayer, Tobias Frey, Christian Reuter
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence. Comput. Secur. 134 (2023)
Markus Bayer, Marc-André Kaufhold, Christian Reuter
A Survey on Data Augmentation for Text Classification. ACM Comput. Surv. 55 (7) (2023)
Philipp Kuehn, Mike Schmidt, Markus Bayer, Christian Reuter
ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain. CoRR (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) (2023)
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)
Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. CoRR (2022)
Markus Bayer, Tobias Frey, Christian Reuter
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence. CoRR (2022)
Philipp Kuehn, Markus Bayer, Marc Wendelborn, Christian Reuter
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases. ARES (2021)
Markus Bayer, Marc-André Kaufhold, Christian Reuter
A Survey on Data Augmentation for Text Classification. CoRR (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 (2021)
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)
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)
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)
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)
Christian Reuter, Wolfgang Schneider, Daniel Eberz, Markus Bayer, Daniel Hartung, Cemal Kaygusuz
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft - mobil, dezentral, ausfallsicher. Mensch & Computer Workshopband (2018)
Markus Bayer, Klaus Gresser
Betriebssystem-Funktionen in einem fehlertoleranten Echtzeitsystem. Prozeßrechnersysteme (1991)

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Publication Activity (10 Years)

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Top Venues

Markus Bayer