I guess you all read the announcements and predictions over the past weeks. New AI models and improvements to existing models may allow to find security issues in existing software much quicker. While this sounds alarming on one side (yes, it does), it also enables software vendors to secure their software. But in order to benefit from it, you must patch your databases against AI-enabled cybersecurity threats.

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Read the official announcements
At first, please read the official announcements released here:
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The downsides of the “old” auditing facilities became obvious when too many users had activities or transactions at the same time leading to audit records being written into AUD$. Contention was a typical issue. The same thing happened when too many users tried to login at the same time. Furthermore protecting the auditing information required Database Vault as there was no default protection available.
Sometimes things get revealed at unexpected occasions. This one happened during a recent customer upgrade to Oracle Database 12c with a 3rd party geospatioanl application installed (ESRI).