PII & contact-detail detection

free · certified

pii@0.1.0 · 8 routes

Flags personal data in user content — emails, phone numbers (incl. 'at dot com' and spelled digits), IBANs, card numbers, French SSN — plus off-platform handoff attempts (Telegram/WhatsApp/Insta handles). GDPR-flavored lane for forums, comments and marketplace uploads.

Try it live — pinned to expert:"pii"

Free demo endpoint, no signup. Same call your agent would make.

Taxonomy (8 routes)

none, pii_email, pii_phone, pii_iban, pii_card, pii_ssn, handoff, oos

Honest limits

Synthetic-injection corpus (PII patterns in real comment text) + hand-written eval incl. obfuscation. 85.8% in-scope / 95.7% OOS on holdout, 90% on natural phrasings. Surface-pattern lane — semantic harm categories (hate, harassment) were evaluated and deliberately NOT shipped: the trunk ceiling is ~60% there.

Install

python3 tools/lane_install.py pii@0.1.0 --apply --appliance .
python3 tools/lane_repro.py pii-0.1.0.lanepack.tar.gz --url http://localhost:8402   # re-run the published eval yourself

sha256: b61687a5de48082372def1bf… · Apache-2.0 · download lanepack

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generated by tools/render_lanes.py · source: index.json