Authorities claim the 44-year-old man was discovered engaging with individuals involved in child exploitation activities online.
He was promptly taken into custody, and his electronic devices were confiscated.
The man, a father of three, has an award for young writers named after him and frequently visits schools.
Two of his literary works have been transformed into feature films, and Jasper Jones is a staple in high school curricula nationwide.
During his bail hearing, the court was informed that Silvey has access to support networks abroad and poses a flight risk.
This afternoon, he was released on bail.
Silvey is yet to enter a plea to the charges and is due back in court next month.