Hi,
I don't call it noise. For me noise is a random signal with random frequencies.
The anti aliasing filter is for any signal above f_sample/2. Noise or any other signal.
And yes, I always recommend to use an anti aliasing filter.
In your case, where the sampling frequency is far above your signal of interest...it's just a simple RC.
Imagine.
Usually in a delta sigma ADC there is a (digital) low pass filter. It attenuates frequencies between datarate/2 up to f_sample/2.
But a signal above f_sample/2 will be aliased.
It may be real noise, some influence (noise) from an SMPS, influence from bluetooth, cellular phone, WiFi...
--> an anti aliasing filter definitely is useful.
Klaus