Christian Berghoff

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Training Procedure

Detecting Malicious

Top Venues

Datenschutz und Datensicherheit

Publications

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
Generative AI Models: Opportunities and Risks for Industry and Authorities. CoRR (2024)
Leo Wilms, Arndt von Twickel, Matthias Neu, Christian Berghoff
Quantifying Attribution-based Explainable AI for Robustness Evaluations. Datenschutz und Datensicherheit 47 (8) (2023)
Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos, Fabian Langer, Thora Markert, Georg Schneider, Arndt von Twickel, Fabian Woitschek
Towards Audit Requirements for AI-based Systems in Mobility Applications. CoRR (2023)
Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos, Fabian Langer, Thora Markert, Georg Schneider, Arndt von Twickel, Fabian Woitschek
Towards Audit Requirements for AI-Based Systems in Mobility Applications. ICISSP (2023)
Lukas Schulth, Christian Berghoff, Matthias Neu
Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering. CoRR (2022)
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
Robustness Testing of AI Systems: A Case Study for Traffic Sign Recognition. AIAI (2021)
Christian Berghoff, Matthias Neu, Arndt von Twickel
The Interplay of AI and Biometrics: Challenges and Opportunities. Computer 54 (9) (2021)
Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel
Robustness testing of AI systems: A case study for traffic sign recognition. CoRR (2021)
Christian Berghoff
Protecting the integrity of the training procedure of neural networks. CoRR (2020)
Christian Berghoff, Matthias Neu, Arndt von Twickel
Vulnerabilities of Connectionist AI Applications: Evaluation and Defence. CoRR (2020)
Christian Berghoff, Matthias Neu, Arndt von Twickel
Vulnerabilities of Connectionist AI Applications: Evaluation and Defense. Frontiers Big Data 3 (2020)