Hi, @Anusha S Raj Welcome to Microsoft Q&A, Thanks for posting your query.
Yes, you should be able to identify the specific query by providing the contains of the query in the 'statement' of Audit log fields by querying in log analytics.
For more information on querying log analytics on where you can find sample codes, please go through the link below:
AZURE SQL DB AND LOG ANALYTICS BETTER TOGETHER – PART #1 - Microsoft Tech Community
To find more information regarding the Audit log fields please go through the link below:
SQL Database audit log format - Azure SQL Database | Microsoft Learn
Hope the above information helps.
Please let me know if you are facing any issues,
you can enable the option from the portal in server blade under security.
Regards
Geetha