How do we detect large uploads to cloud storage from a server?

Compare each server's outbound traffic with its own normal, and look closely at cloud storage destinations. Many servers never need to send much to the internet, so a database or file server uploading gigabytes to a file-sharing or cloud storage service is unusual in itself; ransomware advisories describe tools such as Rclone being used in exactly this way before encryption. Practical steps: restrict which servers may reach the internet at all, log outbound connections at the firewall or proxy, and review per-server volumes to cloud storage every week. Where you use a cloud service officially, separate its legitimate destinations from consumer accounts at the proxy if you can. NetSenX flags unusual outbound data volume per host, with destination and time, on every plan; it does not see the content of encrypted uploads or which account they went to.

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