Bitcoin is as private as you want it to be but if you don't take extra measures like Tor then your IP address can be linked to your transactions.

Bitcoin is as secure as you want it to be and the network has never been hacked but if your bitcoins are stored in a hosted or hot wallet connected to the internet your bitcoins can be stolen.