David Hensley, Melissa Brown and Vanessa Zuloaga now face a felony charge of rioting.
Raleigh police said they were part of a group of protesters who tried to burn down the building in November.
Crews are still repairing the more than $3,000 in damage,
The three were previously charged with felony vandalism.
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