Optum SVP Sanji Fernando explains how his organization approaches machine learning model training, evaluation, and retraining in this clip from his presentation at Data Summit Connect 2021.

In membership inference attacks, the adversary can work back from the machine learning algorithm to discover the training data used.

Another element of ML security is the data used to train the machine learning system itself.

Partner Content Presented by Labelbox How much time is your machine learning team spending on labeling data — and how much of that data is actually improving model performance? Creating ...

Machine learning’s impact on technology is significant, but it’s crucial to acknowledge the common issues of insufficient training and testing data.

Want to learn how to become a machine learning engineer? Use our guide to discover the career path and requirements for machine learning engineers.

Protecting privacy and reducing bias in AI models are just two uses for synthetic data, which keeps gaining traction with businesses.

Microsoft’s new tool makes it possible to use your own GPU to work with popular machine learning platforms.

Imagine a busy train station. Cameras monitor everything, from how clean the platforms are to whether a docking bay is empty or occupied. These cameras feed into an AI system […] The post How poisoned ...