I know who Slenderman is....

Page 403 in A Clash of Kings:

"I will be heard." A slender man all in black pushed his way between the Redwyne twins.

"Ser Alliser!" Tyrion exclaimed.


I was as shock as Tyrion when I found out.
Now that the mystery is solved, lets move on from this slender craze.