Green’s Dictionary of Slang

sneak n.2

[abbr. sneaker n.3 (1)]

1. [late 19C+] a soft-soled, canvas–topped shoe, often in pl.

2. [1930s] (US) a slipper.

In phrases

beat one’s sneaks (v.)

[1930s] (US tramp) to leave, to move.