How does AMP's file reputation feature help customers?

Exact fingerprinting describes a point-in-time hash-matching technique that AMP does use, but the reputation feature's value comes from Big Data analytics and collective intelligence, not fingerprinting alone.

AMP's file reputation uses Cisco's cloud-based Big Data analytics engine, which aggregates telemetry from hundreds of millions of endpoints and sensors worldwide. By correlating file hashes, behaviors, and metadata at massive scale, it produces highly accurate reputation scores that improve threat detection far beyond what local or signature-based engines can achieve.

Point-in-time detection via a one-to-one engine describes a simpler, less effective matching approach - AMP's reputation feature goes beyond this by using continuous, cloud-based collective intelligence rather than a single static lookup.

Secure web browsing with cognitive threat analytics is associated with Cisco Umbrella and its DNS-layer security, not with AMP's file reputation feature.