IEEE

Fairness-Aware Incentive Mechanism for Multi-Server Federated Learning in Edge-Enabled Wireless Networks With Differential Privacy

Abstract: As a distributed machine learning method, federated learning (FL) can collaboratively train a global model with multiple devices without sharing the original data, thus protecting certain ...
Forbes

Microsoft Confirms SQL Zero-Day Security Vulnerability—Here’s The Fix

This voice experience is generated by AI. Learn more. This voice experience is generated by AI. Learn more. The Microsoft Security Response Center has confirmed that a SQL Server elevation of ...
GitHub

Web Research MCP — Search, Fetch & Synthesize

An MCP server for AI agents that need to search the web, read pages, and synthesize research — all in a single tool call. Pay-per-use. No subscription. No idle charges. Powered by Apify Standby.
IEEE

FedMAR: A Privacy-Preserving and Robust Server-Side Multistage Federated Learning

Abstract: In recent years, federated learning (FL) has continued to evolve with the advent of big data and the large-language model (LLM), but it has also exposed numerous security and privacy issues.