Hello @arvindkumardhariwal-3864 and welcome to Microsoft Q&A.
The options for revoking a SAS depend upon the type of SAS and whether you have a stored access policy. The below is an excerpt taken from Best Practices when using SAS.
Stored access policies give you the option to revoke permissions for a service SAS without having to regenerate the storage account keys. Set the expiration on these very far in the future (or infinite) and make sure it's regularly updated to move it farther into the future.
A stored access policy is defined on a resource container, which can be a blob container, table, queue, or file share. The stored access policy can be used to manage constraints for one or more service shared access signatures. When you associate a service SAS with a stored access policy, the SAS inherits the constraints—the start time, expiry time, and permissions—defined for the stored access policy.
Without a stored access policy, I think you need to change the Account key.