Financial services are facing an escalating threat landscape characterized by massive DDoS attacks, AI-empowered botnets, and targeted web attacks against API endpoints. Attackers are increasingly exploiting overlooked DNS misconfigurations and leveraging hyperscale IoT botnets to bypass traditional IP reputation defenses, necessitating a shift toward behavioral heuristics and adaptive security architectures.