They'd have to shut down too many large observatories, and access to the Hubble, and silence the astronomers. Amateur astronomers would eventually see such a large asteroid, anyway. A city-killer asteroid (150 feet dia.) could make it through undetected until it just before it hits.
As someone once said, “Two people can keep a secret, if one of them is dead.”