It only takes one bad guy to spoil your trip.
You can put your valuables in a bag and use it as a pillow.
Or, you can buy one of those smart belt with hidden compartments, or those travel pouch to hang around your neck. Those things are also useful while roaming in unknown cities.
If you are worried about your cabin luggage, you can buy a lock with a wire, and tie it to the chair.