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AI-Powered Email Spam Filter (25AI125)
The AI-Powered Email Spam Filter scans incoming message text blocks to block dangerous links, phishing attempts, and marketing clutter automatically.
Why Build This System?
- Protects organizational data compliance profiles
- Keeps communication streams highly productive
Key Features
- Bayesian word frequency scanning
- Phishing link extraction audits
System Basics
Incoming text records are tokenized. If the concentration of typical spam phrases or unverified domain headers passes thresholds, the script moves the email to spam.
Code Snippet:
# Simple pattern filter checking routine
msg = "Get rich fast! Click here now."
spam_words = ["win", "click", "rich"]
print("Spam:", any(w in msg.lower() for w in spam_words))Learning Outcomes:
- Master text frequency classification filters
- Build real security email validation backends