*Contact Emails*
aric...@chromium.org, samschlesin...@chromium.org, phili...@chromium.org,
sau...@chromium.org, erictrou...@chromium.org

*Explainer*
https://explainers-by-googlers.github.io/private-proof/

*Cryptography Whitepaper*
https://github.com/SamuelSchlesinger/authenticated-pseudonyms/blob/dev/design/Range.pdf

*Summary*
This API uses Zero-Knowledge Proofs (ZKPs) to allow analysis of potentially
identifiable signals while providing only a limited verdict output. For
example, it empowers anti-fraud services to verify whether a user possesses
an unmodified stored timestamp older than some provided timestamp without
disclosing any additional user data. This approach strikes a balance
between user privacy and anti-fraud capabilities by enabling websites to
request a reputation signal (such as profile age
<https://github.com/antifraudcg/proposals/issues/9>) on which the user
agent can enforce meaningful privacy constraints, while making the signal
useful enough to remove the need for other burdensome or invasive checks,
and allowing the user to clear said signal at will.

*Motivation*
Protecting users from online fraud and abuse is a shared responsibility
between websites and user agents. Historically, unpartitioned storage and
third-party cookies (3PC) enabled services to recall when a client was
first seen (as well as tracking subsequent events for examining “normal”
behavior). This helped established users distinguish themselves from novel
clients during Sybil attacks (multiple fake identities) or other spammy
behavior, granting established users frictionless access to online
services. However, the reduced availability of 3PC and limitations on
unpartitioned local storage necessitate a paradigm shift in anti-fraud
mechanisms.

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