See our Kindle Developer's Corner subforum, particularly the Kindle Touch/Paperwhite jailbreak thread.
tl;dr -- only if you use a serial port connection, i.e. hardware modding.
If you are still interested there is a sticky with guidance on serial port jailbreaking.