Raise error if params.yaml contains invalid fields

[kislaykishore]

Description

Link to the issue in case of a bug fix.

NA

Testing details

1. Manual - NA
2. Unit tests - NA
3. Integration tests - NA

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 72.04%. Comparing base (c81eddf) to head (d32c3c6).
Report is 1 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #2049      +/-   ##
==========================================
+ Coverage   71.48%   72.04%   +0.56%     
==========================================
  Files          99       99              
  Lines       10802    10815      +13     
==========================================
+ Hits         7722     7792      +70     
+ Misses       2733     2690      -43     
+ Partials      347      333      -14     

Flag	Coverage Δ
unittests	72.04% <ø> (+0.56%)	⬆️

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