It's safe IMO, but it also greatly varies depending where/when you use it.
For example, subway is always safe except for pickpockets. Buses in CABA and Zona Norte are generally fine whenever, while buses in Zona Oeste and Zona Sur you have to keep your head up, and traveling in the early...