Publications & Media
Research Papers
-
PaTAS: A Framework for Trust Propagation in Neural Networks Using Subjective Logic
Koffi Ismael Ouattara, Ioannis Krontiris, Theo Dimitrakos, Dennis Eisermann, Houda Labiod, Frank Kargl – arXiv preprint (2026)
View Paper -
Natural Language Access Control (NLAC): From Help Desk Requests to Structured Policies
Jonas Wessner, Tobias Meuser, Janek Schoffit, Dennis Eisermann, Johannes Deger, Björn Scheuermann, Frank Kargl – arXiv preprint (2026)
View Paper -
VeReMi NextGen: A Dataset for Evaluating Misbehavior Detection Systems in VANETs
A. Hermann, J.N. Remmers, Dennis Eisermann, B. Erb, Prof. Dr. Frank Kargl – 2026 IEEE Vehicular Networking Conference (VNC) (2026)
-
Assessing the Transferability of Adversarial Patches in Real-World Systems: Implications for Adversarial Testing of Image Recognition Security
Stephan Kleber, Tim Palm, Jeremias Eppler, Dennis Eisermann, Frank Kargl – The 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (2025)
-
Hyperparameter Optimization-Based Trust Quantification for Misbehavior Detection Systems
Artur Hermann, Nataša Trkulja, Dennis Eisermann, Benjamin Erb, Frank Kargl – 2025 IEEE International Conference on Intelligent Transportation Systems (2025)
View Paper -
Enhancing Client Security in Zero Trust Architectures: A Device-Agent Policy Enforcement Point for Compartmentalized Network Management
Johannes Schoffit, Lukas Pietzschmann, Paul Prechtel, Dennis Eisermann, Steffen Wendzel, Prof. Dr. Frank Kargl – Proceedings of the International Conference on Networked Systems 2025 (NetSys 2025) (2025)
Talks
-
Illegal Instruction into Machine Learning
38. Chaos Communication Congress – 12/31/2024
-
Practical Image Processing
Chaosseminar Ulm – 10/14/2024
-
Security of Machine Learning Models
Chaosseminar Ulm – 8/5/2024
-
Better Naturally Stupid Than Artificially Intelligent
21. Gulasch Programmiernacht – 6/11/2023
-
Emotional Robotics
Hackerkiste 2023 – 5/10/2023