So Why doesn't MIB know who Desmond is?

Afterall, Desmond was there for years and I'm sure he went out of the barracks plenty of times. How could MIB never know who he is, etc.? MIB saw the electromagnetic explosion that caused the plane to crash, so he'd know where it came from probably. This part doesn't make sense to me.

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