It happened on Oxford Road in the early hours of April 12, when suspects are believed to have tried entering a property via a side door.
The suspects are believed to have fled on bikes and on foot towards Bradford Road.
Anyone who may recognise these males or who can assist this investigation is asked to contact PC 3784 Scanlon at the Huddersfield District Crime Team on 101 or via the LiveChat facility.
The crime reference is 13220195145.
Information can also be reported anonymously to the independent charity Crimestoppers on 0800 555111 or online.