Abstract: Federated Learning (FL) is a distributed machine learning paradigm involving multiple clients to train a server model. In practice, clients often possess limited data and are not always ...

This video explores why Windows 11 has become one of the most controversial operating systems in Microsoft’s history. Once seen as a reliable personal tool, Windows now pushes ads, cloud services, ...

AI agents are being sold as the solution for planning trips, answering business questions, and solving problems of all kinds, but getting them to work with tools and data outside their chat interfaces ...

QMR is designed to keep devices running by fixing boot problems directly from WinRE. Instead of waiting for manual, in‑person troubleshooting, it automatically identifies and repairs critical startup ...

After Valve announced its upcoming Steam Machine living room box earlier this month, some analysts suggested to Ars that Valve could and should aggressively subsidize that hardware with “loss leader” ...

Microsoft’s bread-and-butter operating system, Windows, is turning the ripe age of 40 on Nov. 20. Like many folk who are busy having a midlife crisis, Windows is adopting a cringe-worthy ...

Also of importance are a Kerberos vulnerability in Active Directory, a Visual Studio Copilot extension, and a Microsoft Graphics Component issue. A zero day elevation of privilege Windows kernel flaw ...

Windows Server is under attack, act now. Updated October 26 with more technical information regarding the latest Microsoft Windows emergency security update addressing CVE-2025-59287, a critical ...

Forbes contributors publish independent expert analyses and insights. Davey Winder is a veteran cybersecurity writer, hacker and analyst. The latest warning from CISA, as part of Binding Operational ...

FinalProject_FastAPI/ │ ├── main.py # FastAPI app + optional Streamlit dashboard ├── bl.py # Business logic (training, prediction, tokens) ├── dal.py # Data access (SQLite + joblib model persistence) ...

ESET researchers have identified a new threat actor, whom we have named GhostRedirector, that compromised at least 65 Windows servers mainly in Brazil, Thailand, and Vietnam. GhostRedirector used two ...

More than a thousand servers running a tool that can deploy artificial intelligence models locally are exposed to the open internet, leaving them vulnerable to misuse and potential attacks. See Also: ...