Layer 7 Distributed Denial-of-Service Protection represents a critical approach to protecting modern online platforms from increasingly sophisticated attacks. Unlike legacy network-layer defenses, Layer 7 focuses on the program layer, examining HTTP requests and identifying malicious data that mimic