Publications

  • Kabul Kurniawan, Andreas Ekelhart, Elmar Kiesling, Gerald Qurichmary, A Min Tjoa. 2021. KRYSTAL: Knowledge Graph-based Framework for Tactical Attack Discovery in Audit Data”. Computers & Security, Volume 121, 2022, 102828, ISSN 0167-4048, https://doi.org/10.1016/j.cose.2022.102828.
  • Kabul Kurniawan, Andreas Ekelhart, Elmar Kiesling, Dietmar Winkler, Gerald Qurichmayr, A Min Tjoa. “VloGraph: A Virtual Knowledge Graph Framework for Distributed Security Log Analysis”. Mach. Learn. Knowl. Extr. 2022, 4, 371-396. https://doi.org/10.3390/make4020016.
  • Kabul Kurniawan, Andreas Ekelhart and Elmar Kiesling. 2021. An ATT&CK-KG for Linking Cybersecurity Attacks to Adversary Tactics and Techniques. Proceedings of the ISWC 2021 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 20th International Semantic Web Conference (ISWC) 2021. http://ceur-ws.org/Vol-2980/paper363.pdf
  • K. Kurniawan, A. Ekelhart, E. Kiesling, D. Winkler, G. Quirchmayr, A Min Tjoa. Virtual Knowledge Graphs for Federated Log Analysis, ARES 2021.
    https://doi.org/10.1145/3465481.3465767
  • A. Ekelhart, F. J. Ekaputra, E. Kiesling. The SLOGERT Framework for Automated Log Knowledge Graph Construction, ESWC 2021.
  • A. Ekelhart, F. J. Ekaputra and E. Kiesling. Automated Knowledge Graph Construction From Raw Log Data, ISWC Poster Session 2020.
  • K. Kurniawan, A. Ekelhart, F. Ekaputra and E. Kiesling. Cross-Platform File System Activity Monitoring and Forensics – A Semantic Approach. IFIP SEC, 2020.
  • E. Kiesling, A Ekelhart, K. Kurniawan and F. Ekaputra. The SEPSES Knowledge Graph: An Integrated Resource for Cybersecurity. ISWC, 2019.
  • K. Kurniawan, A. Ekelhart, E. Kiesling, A. Froschl and F. Ekaputra. Semantic Integration and Monitoring of File System Activity. Semantics – Poster & Demo Session, 2019.
  • C. Di Ciccio, F. J. Ekaputra, A. Cecconi, A. Ekelhart, and E. Kiesling. Finding Non-compliances with Declarative Process Constraints Through Semantic Technologies. CAiSE Forum, 2019.
  • M. Eckhart and A. Ekelhart. Towards Security-Aware Virtual Environments for Digital Twins”, In Proceedings of the 4th ACM Workshop on Cyber-Physical System Security, 2018.
  • A. Ekelhart, E. Kiesling and K. Kurniawan. Taming the logs – Vocabularies for semantic security analysis. Semantics, 2018.