Mathias Fischer
ProfessorUniversity of Hamburg
Responsible Person (SLICES-DE project role)
Selected Publications
10 publications
Selected Publications
10 publicationsTagging Alerts to Adversaries: ML-Enabled Classification Using MITRE ATT&CK
@inproceedings{DBLP:conf/cns/TalpurSKBWF25,
author = {Anum Talpur and Jannik Schröder and Liliana Kistenmacher and Georg T. Becker and Wolfram Wingerath and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/cns/TalpurSKBWF25.bib},
booktitle = {IEEE Conference on Communications and Network Security, CNS 2025, Avignon, France, September 8-11, 2025},
doi = {10.1109/CNS66487.2025.11194941},
pages = {1--9},
publisher = {IEEE},
timestamp = {Tue, 24 Mar 2026 08:37:11 +0100},
title = {Tagging Alerts to Adversaries: ML-Enabled Classification Using MITRE ATT&CK},
url = {https://doi.org/10.1109/CNS66487.2025.11194941},
year = {2025}
}
C2 Beaconing Detection via AI-Based Time-Series Analysis
@inproceedings{DBLP:conf/IEEEares/GuptaPTF25,
author = {Jeetesh Gupta and Jan Pfeifer and Anum Talpur and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/IEEEares/GuptaPTF25.bib},
booktitle = {Availability, Reliability and Security - 20th International Conference, ARES 2025, Ghent, Belgium, August 11-14, 2025, Proceedings, Part II},
doi = {10.1007/978-3-032-00627-1_20},
editor = {Mila Dalla Preda and Sebastian Schrittwieser and Vincent Naessens and Bjorn De Sutter},
pages = {409--419},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
timestamp = {Tue, 24 Mar 2026 08:36:10 +0100},
title = {C2 Beaconing Detection via AI-Based Time-Series Analysis},
url = {https://doi.org/10.1007/978-3-032-00627-1_20},
year = {2025}
}
Real-Time Detection of Multi-Stage Attacks Using Kill Chain State Machines
@inproceedings{DBLP:conf/cns/KistenmacherTF25,
author = {Liliana Kistenmacher and Anum Talpur and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/cns/KistenmacherTF25.bib},
booktitle = {IEEE Conference on Communications and Network Security, CNS 2025, Avignon, France, September 8-11, 2025},
doi = {10.1109/CNS66487.2025.11194951},
pages = {1--9},
publisher = {IEEE},
timestamp = {Sun, 07 Dec 2025 22:09:53 +0100},
title = {Real-Time Detection of Multi-Stage Attacks Using Kill Chain State Machines},
url = {https://doi.org/10.1109/CNS66487.2025.11194951},
year = {2025}
}
Enhancing Privacy Through Unlinkable Data Sharing with User-in-the-Loop Access Control
@inproceedings{DBLP:conf/cns/RobertKF25,
author = {Kevin Röbert and Dominik Kaaser and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/cns/RobertKF25.bib},
booktitle = {IEEE Conference on Communications and Network Security, CNS 2025, Avignon, France, September 8-11, 2025},
doi = {10.1109/CNS66487.2025.11195013},
pages = {1--9},
publisher = {IEEE},
timestamp = {Sun, 16 Nov 2025 10:09:14 +0100},
title = {Enhancing Privacy Through Unlinkable Data Sharing with User-in-the-Loop Access Control},
url = {https://doi.org/10.1109/CNS66487.2025.11195013},
year = {2025}
}
Enhancing Binary Code Similarity Analysis for Software Updates: A Contextual Diffing Framework
@inproceedings{DBLP:conf/asiaccs/SeeM025,
author = {August See and Moritz Mönnich and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/asiaccs/SeeM025.bib},
booktitle = {Proceedings of the 20th ACM Asia Conference on Computer and Communications Security, ASIA CCS 2025, Hanoi, Vietnam, August 25-29, 2025},
doi = {10.1145/3708821.3736207},
pages = {1724--1740},
publisher = {ACM},
timestamp = {Tue, 14 Oct 2025 19:33:27 +0200},
title = {Enhancing Binary Code Similarity Analysis for Software Updates: A Contextual Diffing Framework},
url = {https://doi.org/10.1145/3708821.3736207},
year = {2025}
}
QUIC-Aware Load Balancing: Attacks and Mitigations
@inproceedings{DBLP:conf/dsn/KistenmacherT025,
author = {Liliana Kistenmacher and Anum Talpur and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/dsn/KistenmacherT025.bib},
booktitle = {55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2025, Naples, Italy, June 23-26, 2025},
doi = {10.1109/DSN64029.2025.00056},
pages = {524--536},
publisher = {IEEE},
timestamp = {Tue, 05 Aug 2025 22:38:58 +0200},
title = {QUIC-Aware Load Balancing: Attacks and Mitigations},
url = {https://doi.org/10.1109/DSN64029.2025.00056},
year = {2025}
}
Flatdc: Automatic Schema Reverse Engineering of FlatBuffers
@inproceedings{DBLP:conf/sec/SeeOS025,
author = {August See and Benedikt Ostendorf and Lilly Sell and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/sec/SeeOS025.bib},
booktitle = {ICT Systems Security and Privacy Protection - 40th IFIP International Conference, SEC 2025, Maribor, Slovenia, May 21-23, 2025, Proceedings, Part II},
doi = {10.1007/978-3-031-92886-4_17},
editor = {Lili Nemec Zlatolas and Kai Rannenberg and Tatjana Welzer and Joaquín García-Alfaro},
pages = {249--262},
publisher = {Springer},
series = {IFIP Advances in Information and Communication Technology},
timestamp = {Wed, 28 May 2025 08:14:38 +0200},
title = {Flatdc: Automatic Schema Reverse Engineering of FlatBuffers},
url = {https://doi.org/10.1007/978-3-031-92886-4_17},
year = {2025}
}
Rubber Ducky Station: Advancing HID Attacks with Visual Data Exfiltration
@inproceedings{DBLP:conf/sec/SeeGL025,
author = {August See and Thimo Grußendorf and Jona Laudan and Mathias Fischer},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/sec/SeeGL025.bib},
booktitle = {ICT Systems Security and Privacy Protection - 40th IFIP International Conference, SEC 2025, Maribor, Slovenia, May 21-23, 2025, Proceedings, Part I},
doi = {10.1007/978-3-031-92882-6_7},
editor = {Lili Nemec Zlatolas and Kai Rannenberg and Tatjana Welzer and Joaquín García-Alfaro},
pages = {91--103},
publisher = {Springer},
series = {IFIP Advances in Information and Communication Technology},
timestamp = {Wed, 28 May 2025 08:04:57 +0200},
title = {Rubber Ducky Station: Advancing HID Attacks with Visual Data Exfiltration},
url = {https://doi.org/10.1007/978-3-031-92882-6_7},
year = {2025}
}
Resilience in Edge Computing: Challenges and Concepts
@article{DBLP:journals/ftnet/ErgencMFD25,
author = {Doganalp Ergenç and Agon Memedi and Mathias Fischer and Falko Dressler},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/journals/ftnet/ErgencMFD25.bib},
doi = {10.1561/1300000074},
journal = {Found. Trends Netw.},
number = {4},
pages = {254--340},
timestamp = {Sun, 18 May 2025 16:44:52 +0200},
title = {Resilience in Edge Computing: Challenges and Concepts},
url = {https://doi.org/10.1561/1300000074},
volume = {14},
year = {2025}
}
Adaption via Selection: On Client Selection to Counter Concept Drift in Federated Learning
@inproceedings{DBLP:conf/esocc/ThomasSFKS25,
author = {Julius Thomas and Finn Saile and Mathias Fischer and Dominik Kaaser and Stefan Schulte},
bibsource = {dblp computer science bibliography, https://dblp.org},
biburl = {https://dblp.org/rec/conf/esocc/ThomasSFKS25.bib},
booktitle = {Service-Oriented and Cloud Computing - 11th IFIP WG 6.12 European Conference, ESOCC 2025, Bolzano, Italy, February 20-21, 2025, Proceedings},
doi = {10.1007/978-3-031-84617-5_1},
editor = {Claus Pahl and Andrea Janes and Tomás Cerný and Valentina Lenarduzzi and Matteo Esposito},
pages = {3--17},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
timestamp = {Thu, 27 Feb 2025 15:45:25 +0100},
title = {Adaption via Selection: On Client Selection to Counter Concept Drift in Federated Learning},
url = {https://doi.org/10.1007/978-3-031-84617-5_1},
year = {2025}
}