If you just want to carry the essentials and are worried about getting it snatched (even London has that problem) Use a pochette! They tuck under your arm, and if you are in a really dodgy area, you can wear it under your coat. I use a pochette extender to make it a little longer. And there are tons of pochettes to choose from.