Research Plants don’t walk on the street: Using human knowledge for reliable semantic segmentation 17. November 2021 Deep neural networks are an essential component of autonomous driving, achieving unparalleled performance in a range... read more
Application Priority for safe Machine Learning: On the robustness of neural networks 14. July 2021 Neural networks are highly suitable for image classification and are already widely used today, delivering outstanding... read more
Basics Defense game: What can we do against adversarial examples? 12. July 2021 As we learned in the previous blog post, Machine Learning software is susceptible to certain attacks through... read more
Basics What are adversarial examples? 07. July 2021 To be able to use Machine Learning in everyday life, one must develop software capable of implementing the Machine... read more
Research The path to secure AI: an overview of practical methods 24. March 2021 Over the course of just a decade, deep neural networks (DNNs) have revolutionized Machine Learning, consistently... read more
