The men reportedly tried to steal a moped along Thorpe Lea Road but were stopped when the owner and members of the public intervened.
One offender threatened the group with a machete before fleeing on a moped; no one was injured.
They are described as skinny white males around 20 years old.
Anyone with information about the incident is urged to contact police.
