Christian Berghoff

According to our database, Christian Berghoff authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Quantifying Attribution-based Explainable AI for Robustness Evaluations.

Leo Wilms, Arndt von Twickel, Matthias Neu, Christian Berghoff

Datenschutz und Datensicherheit, 2023

Towards Audit Requirements for AI-Based Systems in Mobility Applications.

Devi Padmavathi Alagarswamy, Christian Berghoff, Vasilios Danos, Fabian Langer, Thora Markert, Georg Schneider, Arndt von Twickel, Fabian Woitschek

Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023

2022

Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering.

Lukas Schulth, Christian Berghoff, Matthias Neu

CoRR, 2022

2021

The Interplay of AI and Biometrics: Challenges and Opportunities.

Christian Berghoff, Matthias Neu, Arndt von Twickel

Computer, 2021

Robustness Testing of AI Systems: A Case Study for Traffic Sign Recognition.

Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel

Proceedings of the Artificial Intelligence Applications and Innovations, 2021

2020

Vulnerabilities of Connectionist AI Applications: Evaluation and Defense.

Christian Berghoff, Matthias Neu, Arndt von Twickel

Frontiers Big Data, 2020

Protecting the integrity of the training procedure of neural networks.

Christian Berghoff

CoRR, 2020

Vulnerabilities of Connectionist AI Applications: Evaluation and Defence.

Christian Berghoff, Matthias Neu, Arndt von Twickel

CoRR, 2020