Examples of machine learning dataset poisoning While multiple types of poisonings exist, they share the goal of impacting an ML model’s output.

Meta AI Releases Open Source Machine Learning Library to Tackle Dataset Management Challenges By John K. Waters 01/22/25 Meta AI has released LeanUniverse, an open source machine learning (ML) library ...

The advancements in 5G could potentially resolve this issue. Unified Data Format For Machine Learning Datasets As A Data-Centric AI Enabler Even though limitations exist, the benefits outweigh them.

But these AI and machine learning datasets — like the humans that designed them — aren’t without their flaws. Studies show that biases and mistakes color many of the libraries used to train ...

The information inside the dataset is completely anonymized and maintained in the Yahoo Labs Webscope data-sharing program, the company reported. It's made up of user content interactions for about 20 ...

If the datasets used to train machine-learning models contain biased data, it is likely the system could exhibit that same bias when it makes decisions in practice.

Wikimedia says the dataset hosted by Kaggle has been “designed with machine learning workflows in mind,” making it easier for AI developers to access machine-readable article data for modeling ...