Markus Bayer

26 papers A* 1B 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
ActiveLLM: Large Language Model-Based Active Learning for Textual Few-Shot Scenarios.
Trans. Assoc. Comput. Linguistics
Markus Bayer, Justin Lutz, Christian Reuter
2025 J jnl
A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in English.
CoRR
Julian Bäumler, Louis Blöcher, Lars-Joel Frey, Xian Chen, Markus Bayer, Christian Reuter
2025 J jnl
Bandit on the Hunt: Dynamic Crawling for Cyber Threat Intelligence.
CoRR
Philipp Kühn, Dilara Nadermahmoodi, Markus Bayer, Christian Reuter
2025 — conf
Reducing Information Overload: Because Even Security Experts Need to Blink.
ARES (Workshops 2)
Philipp Kuehn, Markus Bayer, Tobias Frey, Moritz Kerk, Christian Reuter
2024 A* conf
'We Do Not Have the Capacity to Monitor All Media': A Design Case Study on Cyber Situational Awareness in Computer Emergency Response Teams.
CHI
Marc-André Kaufhold, Thea Riebe, Markus Bayer, Christian Reuter
2024 J jnl
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios.
CoRR
Markus Bayer, Christian Reuter
2024 J jnl
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain.
ACM Trans. Priv. Secur.
Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter
2024 — conf
XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation.
LREC/COLING
Markus Bayer, Markus Neiczer, Maximilian Samsinger, Björn Buchhold, Christian Reuter
2023 J jnl
A Survey on Data Augmentation for Text Classification.
ACM Comput. Surv.
Markus Bayer, Marc-André Kaufhold, Christian Reuter
2023 — conf
CYLENCE: Strategies and Tools for Cross-Media Reporting, Detection, and Treatment of Cyberbullying and Hatespeech in Law Enforcement Agencies.
MuC (Workshopband)
Marc-André Kaufhold, Markus Bayer, Julian Bäumler, Christian Reuter, Stefan Stieglitz, Ali Sercan Basyurt, Milad Mirbabaie, Christoph Fuchss, Kaan Eyilmez
2023 J jnl
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers.
Int. J. Mach. Learn. Cybern.
Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter
2023 J jnl
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence.
Comput. Secur.
Markus Bayer, Tobias Frey, Christian Reuter
2023 J jnl
ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain.
CoRR
Philipp Kuehn, Mike Schmidt, Markus Bayer, Christian Reuter
2022 J jnl
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain.
CoRR
Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter
2022 J jnl
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence.
CoRR
Markus Bayer, Tobias Frey, Christian Reuter
2021 J jnl
A Survey on Data Augmentation for Text Classification.
CoRR
Markus Bayer, Marc-André Kaufhold, Christian Reuter
2021 — conf
CYWARN: Strategy and Technology Development for Cross-Platform Cyber Situational Awareness and Actor-Specific Cyber Threat Communication.
MuC (Workshopband)
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
2021 — conf
CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data.
ICICS (1)
Thea Riebe, Tristan Wirth, Markus Bayer, Philipp Kuehn, Marc-André Kaufhold, Volker Knauthe, Stefan Guthe, Christian Reuter
2021 J jnl
Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers.
CoRR
Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter
2021 — conf
Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter.
ICANN (5)
Marc-André Kaufhold, Markus Bayer, Daniel Hartung, Christian Reuter
2021 — conf
Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies.
ECIS
Markus Bayer, Marc-André Kaufhold, Christian Reuter
2021 B conf
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases.
ARES
Philipp Kuehn, Markus Bayer, Marc Wendelborn, Christian Reuter
2020 J jnl
Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning.
Inf. Process. Manag.
Marc-André Kaufhold, Markus Bayer, Christian Reuter
2018 — conf
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft - mobil, dezentral, ausfallsicher.
MuC (Workshopband)
Christian Reuter, Wolfgang Schneider, Daniel Eberz, Markus Bayer, Daniel Hartung, Cemal Kaygusuz
1991 — conf
Betriebssystem-Funktionen in einem fehlertoleranten Echtzeitsystem.
Prozeßrechnersysteme
Markus Bayer, Klaus Gresser
1988 — —
Fehlererkennung in Datenverarbeitungsanlagen mittels Residuen-Codes.
Markus Bayer