The landscape of online defense is facing a significant surge in digital risks . Sophisticated intrusions are appearing increasingly prevalent, targeting individuals and organizations alike. Viruses are changing at an rapid pace , and phishing tactics are growing in sophistication , making it more difficult for even the specialists to detect and st