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Trojans are malicious applications that pose themselves as legitimate software in order to trick users to install them. Once on the victim's machine, it may run any number of malicious process to steal vital information or inflict damage to other software.
PicSwitch is a custom built trojan whose sole purpose is to manipulate the pictures based on their file extension. The attack comes from a single infected picture that can execute shell code to change their extension, replace them with another picture, or simply delete them.