Establish AAISA research foundation

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2026-09-17 15:11:34 +00:00
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## Purpose
## Research or security rationale
## Changes
## Verification
- [ ] Added positive and negative tests
- [ ] Ran `python -m unittest discover -s tests -v`
- [ ] Confirmed reports do not expose matched secrets
- [ ] Updated documentation and known limitations
- [ ] Preserved local-only, no-execution defaults
## Security and privacy impact
## Related issue