The landscape of digital defense is facing a major increase in online dangers. Advanced intrusions are growing increasingly common , targeting consumers and companies alike. Harmful software are developing at an alarming speed , and phishing tactics are proliferating in complexity , making it challenging for experienced professionals to recognize a