Inventor
MUMMADI CHAITHANYA KUMAR
US13 patents
Patents
13 patentsUS10824122B2Nov 3, 2020
Method and device for improving the robustness with respect to “adversarial examples”
BOSCH GMBH ROBERT42 citations92
US11055632B2Jul 6, 2021
Method and device for improving the robustness against “adversarial examples”
BOSCH GMBH ROBERT0 citations61
US12547774B2Feb 10, 2026
System and method with multi-size masking for certified defenses against adversarial patches
BOSCH GMBH ROBERT0 citations58
US11947625B2Apr 2, 2024
Data-based updating of the training of classifier networks
BOSCH GMBH ROBERT1 citations58
US10331091B2Jun 25, 2019
Method and device for improving the robustness with respect to “adversarial examples”
BOSCH GMBH ROBERT0 citations50
US12469271B2Nov 11, 2025
Training neural networks with a lesser requirement for labelled training data
BOSCH GMBH ROBERT0 citations48
US12468937B2Nov 11, 2025
Device and method for training a classifier using an invertible factorization model
BOSCH GMBH ROBERT0 citations48
US12236695B2Feb 25, 2025
System and method with masking for certified defense against adversarial patch attacks
BOSCH GMBH ROBERT0 citations48
US12400006B2Aug 26, 2025
System and method with masking for certified defenses against adversarial patches
BOSCH GMBH ROBERT0 citations47
US12394028B2Aug 19, 2025
System and method with masking and inpainting strategy for generic defense against patch attacks
BOSCH GMBH ROBERT0 citations47
US12243283B2Mar 4, 2025
Device and method for determining a semantic segmentation and/or an instance segmentation of an image
BOSCH GMBH ROBERT0 citations47
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