It looks like a nice setup, quite practical and with cool optics modeling.
Can you put a piece of flat black paper, or better still, black felt mat behind the tube? That will absorb the scattered light quite well. At least then you can see if it is scattered light from your particles that is creating those events.
It might be an example where a future CSDVS might
help, since you care about spatiotemporal response, not just
temporal -- you want to see the moving edges, not the diffuse
changes of lighting.