The Reversible Hash
We share a user_hash column with an analytics partner so they can join on users without seeing identities. This morning the partner sent back a spreadsheet mapping our user_hash values straight to real email addresses. We used SHA-256 - it's a one-way function. So how did they reverse it?
The incident
It's 11:00 and our analytics partner's security lead just emailed the DPO something that made her go pale: a spreadsheet that maps our supposedly-anonymous user_hash column back to thousands of real email addresses. We ship that column to the partner precisely so they can join on a stable per-user key without ever seeing who the user is - it's meant to be pseudonymized. The hashing is real: every email is run through SHA-256, which is a one-way function, and the live SELECT shows neat 64-character digests with no plaintext anywhere near the extract. Transport is locked down too. And yet the partner reproduced the mapping in an afternoon on a laptop, with no access to our systems and no secret from us. The data is leaving us as a hash and arriving as an identity. Legal has a disclosure-assessment call in two hours and needs to know how a one-way hash became a lookup table.
Symptoms on the table
- the partner mapped ~2.4M user_hash values to real email addresses with no access to our systems
- the extract contains only 64-char SHA-256 digests - no plaintext email anywhere in it
- the same email always produces the same user_hash, in every extract we've ever sent
- SFTP transport, keys and TLS are all clean - nothing was intercepted
- no alert fired - to every check, we are shipping hashes, not PII
Systems on the board
The real components in play for this incident — the surface you investigate when the clock starts.
What you'll practice
This is a timed, hands-on incident in the Incident Response. You diagnose the symptom, trace it to a root cause across real components, and ship a fix before the clock runs out — the same loop you run on call, without the production blast radius.
Interactive challenge
Solve it in the Simulation Arcade.
The interactive workspace — live metrics, the component map, and the fix you ship — runs inside Petascale Labs. Sign in to start the clock.
Related topics
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