The introduction of BadUnlearn highlights a previously unaddressed security risk, demonstrating that FU alone is not a ...

Mixture-of-experts (MoE) is an architecture used in some AI and LLMs. DeepSeek garnered big headlines and uses MoE. Here are ...

Abstract: Graph Federated Learning (GFL) is an emerging distributed training paradigm that combines federated learning with graph data. Due to its ability to effectively handle complex and ...

Generative AI is revolutionizing the field of cybersecurity by providing advanced tools for threat detection, analysis, and response, thus significantly enhancing the ability of organizations to ...

Far from being just a roundish rock barreling through space, our planet is composed of several layers held together by intense forces of gravity. Our planet's interior is much too deep and hot to ...

Mesh TensorFlow (mtf) is a language for distributed deep learning, capable of specifying a broad class ... For example: "Split the batch over rows of processors and split the units in the hidden layer ...

One of the common approaches to address privacy-related issues in DL is to adopt distributed learning such as federated learning (FL), where ... and the model parameters of the first hidden layer of ...

That all changed when they adopted federated learning. Federated learning is emerging as a game-changing approach for enterprises looking to leverage the power of LLMs while maintaining data ...