Markus Bayer

According to our database, Markus Bayer authored at least 21 papers between 1988 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Bandit on the Hunt: Dynamic Crawling for Cyber Threat Intelligence.

Philipp Kühn, Dilara Nadermahmoodi, Markus Bayer, Christian Reuter

CoRR, April, 2025

A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in English.

Julian Bäumler, Louis Blöcher, Lars-Joel Frey, Xian Chen, Markus Bayer, Christian Reuter

CoRR, April, 2025

Reducing Information Overload: Because Even Security Experts Need to Blink.

Philipp Kuehn, Markus Bayer, Tobias Frey, Moritz Kerk, Christian Reuter

Proceedings of the Availability, Reliability and Security, 2025

2024

CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain.

Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter

ACM Trans. Priv. Secur., May, 2024

ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios.

Markus Bayer, Christian Reuter

CoRR, 2024

XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation.

Markus Bayer, Markus Neiczer, Maximilian Samsinger, Björn Buchhold, Christian Reuter

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

'We Do Not Have the Capacity to Monitor All Media': A Design Case Study on Cyber Situational Awareness in Computer Emergency Response Teams.

Marc-André Kaufhold, Thea Riebe, Markus Bayer, Christian Reuter

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence.

Markus Bayer, Tobias Frey, Christian Reuter

Comput. Secur., November, 2023

Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers.

Markus Bayer, Marc-André Kaufhold, Björn Buchhold, Marcel Keller, Jörg Dallmeyer, Christian Reuter

Int. J. Mach. Learn. Cybern., January, 2023

A Survey on Data Augmentation for Text Classification.

Markus Bayer, Marc-André Kaufhold, Christian Reuter

ACM Comput. Surv., 2023

ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain.

Philipp Kuehn, Mike Schmidt, Markus Bayer, Christian Reuter

CoRR, 2023

CYLENCE: Strategies and Tools for Cross-Media Reporting, Detection, and Treatment of Cyberbullying and Hatespeech in Law Enforcement Agencies.

Marc-André Kaufhold, Markus Bayer, Julian Bäumler, Christian Reuter, Stefan Stieglitz, Ali Sercan Basyurt, Milad Mirbabaie, Christoph Fuchss, Kaan Eyilmez

Proceedings of the Mensch und Computer 2023, 2023

2021

CYWARN: Strategy and Technology Development for Cross-Platform Cyber Situational Awareness and Actor-Specific Cyber Threat Communication.

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

Proceedings of the Mensch und Computer 2021, 2021

CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data.

Thea Riebe, Tristan Wirth, Markus Bayer, Philipp Kuehn, Marc-André Kaufhold, Volker Knauthe, Stefan Guthe, Christian Reuter

Proceedings of the Information and Communications Security - 23rd International Conference, 2021

Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter.

Marc-André Kaufhold, Markus Bayer, Daniel Hartung, Christian Reuter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Information Overload in Crisis Management: Bilingual Evaluation of Embedding Models for Clustering Social Media Posts in Emergencies.

Markus Bayer, Marc-André Kaufhold, Christian Reuter

Proceedings of the 29th European Conference on Information Systems, 2021

OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases.

Philipp Kuehn, Markus Bayer, Marc Wendelborn, Christian Reuter

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2020

Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning.

Marc-André Kaufhold, Markus Bayer, Christian Reuter

Inf. Process. Manag., 2020

2018

Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft - mobil, dezentral, ausfallsicher.

Christian Reuter, Wolfgang Schneider, Daniel Eberz, Markus Bayer, Daniel Hartung, Cemal Kaygusuz

Proceedings of the Mensch und Computer 2018, 2018

1991

Betriebssystem-Funktionen in einem fehlertoleranten Echtzeitsystem.

Markus Bayer, Klaus Gresser

Proceedings of the Prozeßrechnersysteme '91, 1991

1988

Fehlererkennung in Datenverarbeitungsanlagen mittels Residuen-Codes.

Markus Bayer

PhD thesis, 1988