The US military would be the defending force, though, which would put The People at a disadvantage. Pushing through the defenses of a multi-trillion dollar military with AR-15s seems unlikely. I don't even think that China's armed forces could defeat the US military, let alone civilians armed with AR-15s
All being said, I am no military guru and I could be wrong