Mobile devices such as smartphones, netbooks and laptops are increasingly beginning to store vast amounts of personal information, such as email, friend lists, current location, and passwords to online banking websites. They are therefore swiftly becoming prized bounties for malicious entities. This project is investigating new techniques to detect malicious software on mobile devices.