IEEE

A Resource-Aware Multi-Graph Neural Network for Urban Traffic Flow Prediction in Multi-Access Edge Computing Systems

Abstract: Predicting traffic is the main duty of an intelligent transportation system (ITS). Precise traffic forecasts can significantly enhance the use of public funds. However, the dynamic and ...
GitHub

MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.

Outlook Assistant connects AI assistants to your Microsoft Outlook account through the Model Context Protocol. Ask your AI assistant to search your inbox, send emails, schedule meetings, manage ...
Microsoft

Inside an AI‑enabled device code phishing campaign

A new wave of device code phishing shows how threat actors are scaling account compromise using AI and end‑to‑end automation.
GitHub

IntuneManagement with PowerShell and WPF UI

These PowerShell scripts are using Microsoft Authentication Library (MSAL), Microsoft Graph APIs and Azure Management APIs to manage objects in Intune and Azure. The scripts have a simple WPF UI and ...
IEEE

LiteXGNN: A Lightweight Explainable Graph Neural Network for Malware Detection with Control Flow Graph Explainability

Abstract: Current malware detection systems prioritize classification accuracy while neglecting behavioral analysis, limiting their utility for security analysts. This paper presents LiteXGNN, a ...
Microsoft

Infuse intelligent experiences into Power Pages sites with the new Agent API

We’re excited to introduce the Agent API for Power Pages, a new capability that enables site creators to build custom chat and other user experiences and integrate these seamlessly with their ...
Microsoft

Announcing Copilot leadership update

Satya Nadella, Chairman and CEO, and Mustafa Suleyman, Executive Vice President and CEO of Microsoft AI, shared the below communications with Microsoft employees this morning. I want to share two org ...