It depends upon how they are blocking the domain.
We don't know how they are doing it, so it's impossible to say whether moving to https will help, however you should be moving to https anyway as it's now a minor ranking factor from Google.
Based upon what I know about the Indian blocking, I don't believe moving to https will help.
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