For 30 years, endpoint protection was largely built around one objective: identifying malicious files before they executed. Signature databases, heuristic scanning, and malware reputation services proved highly effective against traditional viruses and known malware families.

The defense architecture of traditional AV products is falling into systematic blindness in the face of modern attack chains. Simply relying on the "blacklist" mode of the file feature library, it is impossible to resist malicious samples and fileless attacks with comprehensive AI and extremely fast variants. And this kind of defense is evolving into an unequal security disaster. The pain point at the front of the company is endless: "Clearly installed anti-virus software, "silver fox" variant can still drive straight in?" Why don't hackers get the core permissions in the drill if they don't land files?" Terminal security must break through the blind zone of the original single point of defense to realize the systematic coordination of active defense.

Cyber resilience is not built through isolated security products. It is achieved through a continuous cycle of visibility, protection, detection and improvement.