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Markus Bayer
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2020 – today
- 2024
- [j5]Markus Bayer
, Philipp Kuehn
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. ACM Trans. Priv. Secur. 27(2): 18 (2024) - [c10]Marc-André Kaufhold
'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: 580:1-580:16 - [c9]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: 17725-17738 - [i6]Markus Bayer
ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios. CoRR abs/2405.10808 (2024) - 2023
- [j4]Markus Bayer
Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence. Comput. Secur. 134: 103430 (2023) - [j3]Markus Bayer
A Survey on Data Augmentation for Text Classification. ACM Comput. Surv. 55(7): 146:1-146:39 (2023) - [j2]Markus Bayer
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers. Int. J. Mach. Learn. Cybern. 14(1): 135-150 (2023) - [c8]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 - [i5]Philipp Kuehn, Mike Schmidt, Markus Bayer
ThreatCrawl: A BERT-based Focused Crawler for the Cybersecurity Domain. CoRR abs/2304.11960 (2023) - 2022
- [i4]Markus Bayer
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence. CoRR abs/2207.11076 (2022) - [i3]Markus Bayer
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain. CoRR abs/2212.02974 (2022) - 2021
- [c7]Philipp Kuehn
OVANA: An Approach to Analyze and Improve the Information Quality of Vulnerability Databases. ARES 2021: 22:1-22:11 - [c6]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 - [c5]Marc-André Kaufhold, Markus Bayer
Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter. ICANN (5) 2021: 396-408 - [c4]Thea Riebe
CySecAlert: An Alert Generation System for Cyber Security Events Using Open Source Intelligence Data. ICICS (1) 2021: 429-446 - [c3]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 - [i2]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 abs/2103.14453 (2021) - [i1]Markus Bayer, Marc-André Kaufhold, Christian Reuter:
A Survey on Data Augmentation for Text Classification. CoRR abs/2107.03158 (2021) - 2020
- [j1]Marc-André Kaufhold, Markus Bayer
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)
2010 – 2019
- 2018
- [c2]Christian Reuter, Wolfgang Schneider, Daniel Eberz
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft - mobil, dezentral, ausfallsicher. MuC (Workshopband) 2018
1990 – 1999
- 1991
- [c1]Markus Bayer, Klaus Gresser:
Betriebssystem-Funktionen in einem fehlertoleranten Echtzeitsystem. Prozeßrechnersysteme 1991: 169-178
1980 – 1989
- 1988
- [b1]Markus Bayer:
Fehlererkennung in Datenverarbeitungsanlagen mittels Residuen-Codes. Technical University Munich, Germany, 1988, pp. 1-133
Coauthor Index
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