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Implementation plan (high-level)
- Tokenizer & normalization: lowercase, strip punctuation, de-obfuscate spacing.
- Keyword matching module with configurable lists.
- Heuristic scorer: assign points for matches, obfuscation, domain patterns.
- Optional ML classifier: feature vector from tokens, character n-grams, domain features.
- Decision thresholds -> action (soft/hard/flag).
- Integrate into request pipeline: frontend check (for UX) + backend enforcement (for security).
- Logging & metrics: detection rates, false positives, user overrides.
- Admin UI for tuning lists/thresholds and reviewing flags.
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