Problem Statement
The system treats all senders equally, without considering sender reputation. A known malicious sender should trigger immediate spam classification, while trusted senders should have lower spam scores.
Proposed Solution
Implement a sender reputation system that tracks email addresses and domains:
Each sender starts with neutral score (50)
Positive feedback (marking as ham) increases score
Negative feedback (marking as spam) decreases score
Suspicious patterns (spoofing, mismatch) decrease score
Problem Statement
The system treats all senders equally, without considering sender reputation. A known malicious sender should trigger immediate spam classification, while trusted senders should have lower spam scores.
Proposed Solution
Implement a sender reputation system that tracks email addresses and domains:
Each sender starts with neutral score (50)
Positive feedback (marking as ham) increases score
Negative feedback (marking as spam) decreases score
Suspicious patterns (spoofing, mismatch) decrease score