Dr.techn. Kabul Kurniawan

Lecturer - Knowledge Representation & Cyber Security

About

Dr.techn. Kabul Kurniawan is a Lecturer at the Software Engineering and Data Lab (SENADA) at Universitas Gadjah Mada (UGM). He specializes in Knowledge Representation and Cyber Security with extensive research in knowledge graphs, industrial security, and semantic technologies.

Research Interests

  • Knowledge Representation: Knowledge graphs, ontology engineering, and semantic modeling
  • Cyber Security: Industrial control systems security, attack modeling, and security frameworks
  • Semantic Technologies: RDF processing, SPARQL, and semantic data integration
  • Industrial Systems: Manufacturing knowledge graphs and industrial process modeling

Research Bio

Dr. Kurniawan is a highly productive researcher with expertise spanning knowledge representation and cybersecurity domains. His work focuses on developing knowledge graph technologies for industrial applications and creating security frameworks for critical systems.

His research in knowledge representation includes virtual knowledge graphs, ontology modularization, and semantic monitoring systems. Dr. Kurniawan has made significant contributions to industrial knowledge graphs, manufacturing process modeling, and semantic representations for business processes.

In cybersecurity, his work encompasses industrial control systems security, attack knowledge graphs, and security frameworks for manufacturing environments. His interdisciplinary approach combines semantic technologies with security engineering to create comprehensive protection systems for industrial applications.

Dr.techn. Kabul Kurniawan

About

Dr.techn. Kabul Kurniawan is a Lecturer at the Software Engineering and Data Lab (SENADA) at Universitas Gadjah Mada (UGM). He specializes in Knowledge Representation and Cyber Security with extensive research in knowledge graphs, industrial security, and semantic technologies.

Research Focus

Dr. Kurniawan is a highly productive researcher with expertise spanning knowledge representation and cybersecurity domains. His work focuses on developing knowledge graph technologies for industrial applications and creating security frameworks for critical systems.

Contact

  • Email: kabul.kurniawan@ugm.ac.id
  • Office: Software Engineering and Data Lab (SENADA), Universitas Gadjah Mada

Publications

2024 (5 publications)

The ICS-SEC KG - An Integrated Cybersecurity Resource for Industrial Control Systems
Kurniawan K, Kiesling E, Winkler D, Ekelhart A
International Semantic Web Conference (ISWC) (2024)
CyKG-RAG - Towards knowledge-graph enhanced retrieval augmented generation for cybersecurity
Kurniawan K, Kiesling E, Ekelhart A
International Semantic Web Conference (ISWC) (2024)
Managing Human-AI Collaborations within Industry 5.0 Scenarios via Knowledge Graphs - Key Challenges and Lessons Learned
Moser BA, Krause F, Paulheim H, Kiesling E, Kurniawan K, Leva MC
Frontiers in Artificial Intelligence 7:1247712 (2024)
Empowering Digital Humanism in Smart Built Environments through SOLID Data Spaces
Anjomshoaa A, Kurniawan K, Mahdavi A
Solid Symposium 2024 (2024)
Towards Integrating Knowledge Graphs into Process-Oriented Human-AI Collaboration in Industry
Heinzl B, Silvina A, Krause F, Schwarz N, Kurniawan K, Kiesling E
Software Quality as a Foundation for Security. SWQD 2024 505 (2024)

2023 (6 publications)

Towards A Knowledge Graph-based Framework for Integrated Security and Safety Analysis in Digital Production Systems
Kropatschek S, Kurniawan K, Hollerer S, Bhosale PR, Kiesling E
International Semantic Web Conference (ISWC) 2023 (2023)
On the Representation of Dynamic BPMN Process Executions in Knowledge Graphs
Krause F, Kurniawan K, Kiesling E, Paulheim H, Polleres A
Knowledge Graphs and Semantic Web 97-105 (2023)
Examining the Adoption of Knowledge Graphs in the Manufacturing Industry - A Comprehensive Review
Martinez-Gil J, Hoch T, Pichler M, Heinzl B, Moser B, Kurniawan K
Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Connected Manufacturing (2023)
Leveraging Semantic Representations via Knowledge Graph Embeddings
Krause F, Kurniawan K, Kiesling E, Martinez-Gil J, Hoch T, Pichler M
Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Connected Manufacturing (2023)
Enhancing Software User Interface Testing Through Few Shot Deep Learning - A Novel Approach for Automated Accuracy and Usability Evaluation
Widodo AP, Wibowo A, Kurniawan K
International Journal of Advanced Computer Science and Applications (IJACSA) (2023)
Improving Cybersecurity through Semantic Log Monitoring, Analysis and Attack Reconstruction
Kurniawan K
PhD Thesis (2023)

2022 (4 publications)

Knowledge graph supported machine parameterization for the injection moulding industry
Bachhofner S, Kurniawan K, Kiesling E, Revoredo K, Bayomie D
Iberoamerican Knowledge Graphs and Semantic Web Conference 106-120 (2022)
KRYSTAL - Knowledge graph-based framework for tactical attack discovery in audit data
Kurniawan K, Ekelhart A, Kiesling E, Quirchmayr G, Tjoa AM
Computers & Security 121:102828 (2022)
Vlograph - a virtual knowledge graph framework for distributed security log analysis
Kurniawan K, Ekelhart A, Kiesling E, Winkler D, Quirchmayr G, Tjoa AM
Machine Learning and Knowledge Extraction 4(2) (2022)
Analyzing Manufacturing Process By Enabling Process Mining on Sensor Data
Bayomie D, Revoredo K, Bachhofner S, Kurniawan K, Kiesling E
PoEM 2022 Workshops and Models (2022)

2021 (3 publications)

Knowledge Graph Modularization for Cyber-Physical Production Systems
Bachhofner S, Kiesling E, Kurniawan K, Sallinger E, Waibel P
International Semantic Web Conference (ISWC) 2021 (2021)
An ATT&CK-KG for Linking Cybersecurity Attacks to Adversary Tactics and Techniques
Kurniawan K, Ekelhart A, Kiesling E
International Semantic Web Conference (ISWC 2021) (2021)
Virtual knowledge graphs for federated log analysis
Kurniawan K, Ekelhart A, Kiesling E, Winkler D, Quirchmayr G, Tjoa AM
Proceedings of the 16th International Conference on Availability, Reliability and Security (2021)

2020 (2 publications)

Knowledge Graphs Evolution and Preservation--A Technical Report from ISWS 2019
Abbas N, Alghamdi K, Alinam M, Alloatti F, Amaral G, d'Amato C, Kurniawan K
arXiv preprint arXiv:2012.11936 (2020)
The comparison of feature selection methods in software defect prediction
Adorada A, Wirawan PW, Kurniawan K
2020 4th International Conference on Informatics and Computational Sciences (2020)