Some common signs of DNS Cache Poisoning include unexpected redirects to unfamiliar websites, increased bounce rates, and a sudden drop in open rates. If recipients report receiving emails that direct them to suspicious sites, this could also be an indicator of a DNS Cache Poisoning attack.