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It seems your RDS is publicly facing. If this is not required, disable public access.
If it is, lock down your security group to only allow connections from trusted IP addresses.
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Possibly got brute-force login attempts from attackers. Is your DB instance accessible via the Internet? If so, you need to either modify your DB subnet group to use private subnets or change its security group's inbound rule to restrict allowed IP.
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Thank you I had an inbound rule accepting all connections. I have deleted this rule so I only have one inbound rule with a restricted IP address. Thank you