I agree with
@The Moonshiner .....
Almost 100% !!!!
That being said, and I know this is hypocritical, but I have 9 pullets, 6 hens, and a cockerel, but according to the by-laws of my community, I'm not supposed to have any !!!!
I'm not condoning this practice, BUT under certain circumstances, (such as mine

) it could be an option to fly under the radar.
In my case, I live in a very rural lake community, with mostly weekend/vacation homes, situated around a good sized lake. There are about 20 permanent residents, including myself, who live here year round. The closest neighbor is nearly 3/4 mile from my property. There is over 6 square miles of land in this community, and I own 11 acres of ground, out on the very edge of the property.
Very secluded.
I've asked my neighbor if my cockerel bothers him, and he had NO idea I even had chickens. In fact, two of my best egg customers, who buy eggs weekly, are members of the board of directors !!!
They have never really asked me where I get the eggs, or, if I in fact have fowl/livestock, (as the by-laws call them) but it is a known fact by many around the lake that I indeed have a flock. I'm sure there would be people who would complain if they
really knew, but with the size of my property, they would have to trespass to actually see any of my coops and such, and with my ground at the very end of a 3/4 mile private road (that is no trespassing as well) they would be hard pressed to come up with any "evidence" against me.
The people in "charge" just don't seem to care, as they realize it is a stupid rule, and plan to revise that part of the rules when a safe, covid free, vote can be taken. One board member has told me that on the small lots close to the lake, there will be a 4 hen, no rooster rule, but people with acreage ? will revert to state law.
Yippee !!!
Anyway, unless you have extenuating circumstances, and live "in town", I would think twice about trying to hide fowl as it could lead to heartbreak when you have to get rid of them !!!
Just my 2 pennies.