Hi Sriram,
there is no functionality to avoid that. As mentioned by Madhu you can restrict the approval based on user/requestor. Anyways, the request will be sent to the user but approval might no be possible. See the mentioned document and let us know if you need some furhter details.
Regards,
Alessandro