humanmade / humanmade/audit-log
Security applications for audit logs
- Dominant language
- PHP
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Description
There's potential to use the audit logger data to train an ML model that can generate alerts when unusual / suspicious activity occurs on the site at a user level.
Given our servers are locked down to the extent that a large proportion of potential exploits are mitigated authenticated exploits are something worth noting, eg. privilege escalation or anomalous access to large amounts of data.
Approx 20% of recent WP core security patches were to fix authenticated exploits: https://wpvulndb.com/wordpresses
Some ideas regarding data that would then be useful to store in the audit log might be:
- User roles & caps
- Function call trace, just names? Maybe not, expensive to run, lot of extra data
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