Photo stream- other people's photos appearing

I seem to be getting other people's photos appearing on my photo stream. Seems to be two sets -one appearing on my iPad and two appearing on my iPhone. Anyone else getting this or have any solutions for it. Obviously very concerned about security issues here!

Many thanks,

Fran