Federated Minds

Together with Volvo and Zenseact this project aims to investigate how poisoning attacks can affect the federated training process for automous vehicles. At the same time possible defense strategies are investigated.

This group and ZenOps (https://my.ai.se/projects/290), are in a friendly competition with each other and in the end of the project our attack will be tested on their defence and vice versa.

Attributes

Technology, Usecases & Inspiration
Automotive
Engineering, IT & Software, Innovation
Experimenter
Vision
CNN, DNN, Federated, Image Analysis, Machine Learning