Paper Citation Record · LEDGER

Calibrating Uncertainty for Zero-Shot Adversarial CLIP

As of 8 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2512.12997.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2512.12997 v3

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:37:32.407612Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:18.038421Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c6973060-4c17-4f7c-8174-c6873d0fad44 · outbound

This paper cites write newline.

Calibrating Uncertainty for Zero-Shot Adversarial CLIP write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:32.002258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3b4b58-5438-450b-a913-b3b0aca506e1 · outbound

This paper cites @esa (Ref.

Calibrating Uncertainty for Zero-Shot Adversarial CLIP @esa (Ref

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:32.126572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b923caee-6c5c-4e7f-856c-4004dd8a53a6 · outbound

This paper cites an unresolved cited work.

Calibrating Uncertainty for Zero-Shot Adversarial CLIP Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:32.237419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3894a96-5378-4872-bc20-f0934e3d311a · outbound

This paper cites an unresolved cited work.

Calibrating Uncertainty for Zero-Shot Adversarial CLIP Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:32.407612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1e8214d4-8f87-4a3e-893d-2509237d4519 · inbound

Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models cites this paper.

Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models Calibrating Uncertainty for Zero-Shot Adversarial CLIP

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:18.038421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.