A recent NY Times article discusses how the police are increasingly collecting DNA samples from suspects — not with warrants or probable cause — they are gathering it surreptitiously from the abandoned DNA that people leave behind:
Do People Have a Reasonable Expectation of Privacy in Abandoned DNA?
