Whether the registered person will get immunity from interest & late fee leviable if assessment order passed under Section 60(1) is withdrawn

No, registered person will still be liable for interest under section 50(1) and late fee under Section 47 of CGST Act.

(ICAI FAQ PUBLICATIONS 06-09-2017 ASSESSMENT OF NON FILERS OF RETURNS: FAQ NO. 19)