Publications

Matthias Vallentin, Anum Talpur, Liliana Kistenmacher, Mathias Fischer. "From Logs to Language: Making OCSF the Open API for Security Data with Tenzir". Accepted for publication at the Informatik Festival Workshop Cybersecurity: Prävention, Detektion und Reaktion mit Open Source-Perspektiven. Potsdam, Germany. 2025.

Anum Talpur, Jannik Schröder, Liliana Kistenmacher, Wolfram Wingerath, Georg Becker, Mathias Fischer. "Tagging Alerts to Adversaries: ML-Enabled Classification Using MITRE ATT&CK Framework". Accepted for publication at IEEE Conference on Communications and Network Security. Avignon, France. 2025.

Liliana Kistenmacher, Anum Talpur, Mathias Fischer. "Real-Time Detection of Multi-Stage Attacks using Kill Chain State Machines". Accepted for publication at IEEE Conference on Communications and Network Security. Avignon, France. 2025.

Jeetesh Gupta, Jan Pfeifer, Anum Talpur, Mathias Fischer. "C2 Beaconing Detection via AI-based Time-Series Analysis". 20th International Conference on Availability, Reliability and Security. Ghent, Belgium. 2025.

Liliana Kistenmacher, Anum Talpur, Mathias Fischer. "QUIC-Aware Load Balancing: Attacks and Mitigations". 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. Naples, Italy. 2025.

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Felix Mächtle, Jan-Niclas Serr, Nils Loose, Jonas Sander, and Thomas Eisenbarth. "OCEAN: Open-World Contrastive Authorship Identification". Applied Cryptography and Network Security (ACNS). Munich, Germany. 2025.

PDF BibTeX Source Code Dataset

Georg Becker, Thomas Eisenbarth, Hannes Federrath, Mathias Fischer, Nils Loose, Simon Ott, Joana Pecholt, Stephan Marwedel, Dominik Meyer, Jan Stijohann, Anum Talpur, Matthias Vallentin. "SOVEREIGN - Towards a Holistic Approach to Critical Infrastructure Protection". International Workshop on Physical and Cyber Security in Interdependent Critical Infrastructures (PCSCI). Vienna, Austria. 2024.