Christian Berghoff

11 papers C 1Misc 1Journal 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Generative AI Models: Opportunities and Risks for Industry and Authorities.
CoRR
Tobias Alt, André Ibisch, Clemens Meiser, Anna Wilhelm, Raphael Zimmer, Christian Berghoff, Christoph Droste, Jens Karschau, Friederike Laus, Rainer Plaga, Carola Plesch, Britta Sennewald, Thomas Thaeren, Kristina Unverricht, Steffen Waurick
2023 J jnl
Quantifying Attribution-based Explainable AI for Robustness Evaluations.
Datenschutz und Datensicherheit
Leo Wilms, Arndt von Twickel, Matthias Neu, Christian Berghoff
2023 C conf
Towards Audit Requirements for AI-Based Systems in Mobility Applications.
ICISSP
Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos, Fabian Langer, Thora Markert, Georg Schneider, Arndt von Twickel, Fabian Woitschek
2023 J jnl
Towards Audit Requirements for AI-based Systems in Mobility Applications.
CoRR
Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos, Fabian Langer, Thora Markert, Georg Schneider, Arndt von Twickel, Fabian Woitschek
2022 J jnl
Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering.
CoRR
Lukas Schulth, Christian Berghoff, Matthias Neu
2021 Misc conf
Robustness Testing of AI Systems: A Case Study for Traffic Sign Recognition.
AIAI
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
2021 J jnl
Robustness testing of AI systems: A case study for traffic sign recognition.
CoRR
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
2021 J jnl
The Interplay of AI and Biometrics: Challenges and Opportunities.
Computer
Christian Berghoff, Matthias Neu, Arndt von Twickel
2020 J jnl
Protecting the integrity of the training procedure of neural networks.
CoRR
Christian Berghoff
2020 J jnl
Vulnerabilities of Connectionist AI Applications: Evaluation and Defence.
CoRR
Christian Berghoff, Matthias Neu, Arndt von Twickel
2020 J jnl
Vulnerabilities of Connectionist AI Applications: Evaluation and Defense.
Frontiers Big Data
Christian Berghoff, Matthias Neu, Arndt von Twickel