Inventor
METZEN JAN HENDRIK
DE17 patents
Patents
17 patentsUS10824122B2Nov 3, 2020
Method and device for improving the robustness with respect to “adversarial examples”
BOSCH GMBH ROBERT42 citations92
US11676025B2Jun 13, 2023
Method, apparatus and computer program for generating robust automatic learning systems and testing trained automatic learning systems
BOSCH GMBH ROBERT4 citations68
US11599827B2Mar 7, 2023
Method and apparatus for improving the robustness of a machine learning system
BOSCH GMBH ROBERT0 citations61
US11055632B2Jul 6, 2021
Method and device for improving the robustness against “adversarial examples”
BOSCH GMBH ROBERT0 citations61
US12204653B2Jan 21, 2025
System and method, in particular computer implemented method for determining a perturbation for attacking and/or validating an object tracker
BOSCH GMBH ROBERT0 citations59
US11947625B2Apr 2, 2024
Data-based updating of the training of classifier networks
BOSCH GMBH ROBERT1 citations58
US11500998B2Nov 15, 2022
Measuring the vulnerability of AI modules to spoofing attempts
BOSCH GMBH ROBERT0 citations51
US12456284B2Oct 28, 2025
Device and method for classifying images and accessing the robustness of the classification
BOSCH GMBH ROBERT0 citations50
US12205349B2Jan 21, 2025
System and method for improving robustness of pretrained systems in deep neural networks utilizing randomization and sample rejection
BOSCH GMBH ROBERT0 citations50
US10331091B2Jun 25, 2019
Method and device for improving the robustness with respect to “adversarial examples”
BOSCH GMBH ROBERT0 citations50
US12243283B2Mar 4, 2025
Device and method for determining a semantic segmentation and/or an instance segmentation of an image
BOSCH GMBH ROBERT0 citations47
US11727277B2Aug 15, 2023
Method and apparatus for automatically producing an artificial neural network
BOSCH GMBH ROBERT0 citations47
US12086214B2Sep 10, 2024
Method and device for creating a machine learning system
BOSCH GMBH ROBERT0 citations46
US12014280B2Jun 18, 2024
Measuring the sensitivity of neural network image classifiers against adversarial attacks
BOSCH GMBH ROBERT0 citations46
US12536339B2Jan 27, 2026
Device and method for determining adversarial patches for a machine learning system
BOSCH GMBH ROBERT0 citations45
US12340572B2Jun 24, 2025
Device and method to adapt a pretrained machine learning system to target data that has different distribution than the training data without the necessity of human annotations on target data
BOSCH GMBH ROBERT0 citations44
US11138467B2Oct 5, 2021
Method, device, product, and computer program for operating a technical system
BOSCH GMBH ROBERT0 citations37