This depends on how the light is implemented -- if it's implemented in the camera module itself it's pretty bulletproof, but i would bet it's just a gpio to the processor on most of these devices and controlled by the os anyway. I could be wrong about that, but I err on the side of caution. I keep my phone in a bag most of the time.

Treat every gun as if it's loaded, and every camera as if it's filming.