Guard-discovery attacks work by colluding adversarial relays inferring the location of a hidden service's entry guards from circuit-construction patterns. Once the guards are known, the adversary can compromise or coerce them, dramatically reducing the anonymity of the hidden service.
Vanguards mitigates this by inserting additional rotation layers between the entry guard and the rendezvous circuit, making the guard much harder to fingerprint from external observation.