go into hiding
To attempt to avoid detection by sequestering oneself in a particular place unknown to others. Once the burglars go into hiding, it will be infinitely harder for us to find them. Well, my plan is to go into hiding until the tabloids lose interest in me.
go into hiding
to conceal oneself in a hidden place for a period of time. The political dissident went into hiding. After robbing the bank, the bandits went into hiding for months.