Tech Xplore

New federated learning algorithm enables private, robust, and fast AI development

Three heads are better than one. Versions of this proverb are found worldwide and throughout history. Yet in the race to ...

Why Australia Is a Prime Target for AI Identity Attacks

Australia's enterprise sector faces rising risks from AI-driven identity attacks. Learn what Australian challenged ...
IEEE

Weighted Average Consensus Algorithms in Distributed and Federated Learning

Abstract: The exponential growth of the Internet of Things (IoT) has created an essential demand for Distributed Machine Learning (DML) systems. In this context, Federated Learning (FL) allows IoT ...

Elephant Robotics Expands Educational Robotics Solutions

Integrated robotics platforms support STEM instruction, AI learning, smart logistics training, and advanced robotics ...
IEEE

L3DML: Facilitating Geo-Distributed Machine Learning in Network Layer

Abstract: Geo-Distributed Machine Learning (GDML) aims to train large-scale machine learning models across geographically dispersed datacenters. However, the performance of GDML systems is constrained ...