Instructions
Open the “Internet Browser” from the “Network” tab in your PS3’s Xross Media Bar.
Press the “Triangle” button on the controller to bring up the internet browser menu.
Highlight the “Tools” option and press the “Right” button on the controller.
Highlight “Delete Search History” and press “X” on the controller. All of your searches will be permanently deleted from the console.