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| Component | Function | Example Tools/Methods | |-----------|----------|----------------------| | | Blocks known spam signatures | SpamAssassin, Rspamd | | Heuristic Engine | Analyzes patterns (e.g., caps, links, keywords) | Bayesian classification | | Reputation System | Tracks sender IP/domain history | DNSBL, SURBL | | User Feedback Loop | "Mark as spam / not spam" buttons | ML retraining trigger |
The slight latency increase is negligible compared to the 45.8% improvement in spam detection.
| Component | Function | Example Tools/Methods | |-----------|----------|----------------------| | | Blocks known spam signatures | SpamAssassin, Rspamd | | Heuristic Engine | Analyzes patterns (e.g., caps, links, keywords) | Bayesian classification | | Reputation System | Tracks sender IP/domain history | DNSBL, SURBL | | User Feedback Loop | "Mark as spam / not spam" buttons | ML retraining trigger |
The slight latency increase is negligible compared to the 45.8% improvement in spam detection. ustek pengawasan spam