As many as 22 people have been arrested by police on the charge of attempt to murder following the attack on policemen by a mob of sword-wielding Sikhs in Maharashtra's Nanded after they were denied permission to hold a public procession due to the Covid-19 pandemic, an official said on Tuesday.