The victim was walking from the Ruxley Lane bus stop near Pams Way on Sunday at around 6pm.
The suspect, who was wearing a long, dark trench coat, grabbed her arm
and enquired where she was going.
She managed to get away from him uninjured.
Anyone with information is asked to contact police on 101.