DLP for Confluence: How Data Loss Prevention Actually Works in Atlassian

Last reviewed: 18 August 2026. DLP for Confluence is not the same thing as network DLP. Traditional data loss prevention watches traffic leaving your network. Confluence DLP has to work inside the content itself, scanning pages, blog posts, comments, attachments and page history for sensitive data…
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Cleaning up Jira attachments before a migration or audit

Two events reliably force teams to confront what’s in their Jira attachments: a migration and an audit. Both share a deadline and a hard truth — whatever sensitive data is hiding in your attachments is about to either travel to a new system or be examined by someone whose job is to find it. The good…
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The scanned PDF problem: finding sensitive data in Jira’s hardest files

There are two kinds of PDF, and the difference matters enormously for data protection. A digital PDF has a text layer — the words are real text you can select, copy, and search. A scanned PDF is a picture of a document: someone ran paper through a scanner, and the result looks like text but is actually an image.…
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