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Paper Citation Record · LEDGER

Rethinking Visual Privacy: A Compositional Privacy Risk Framework for Severity Assessment with VLMs

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2603.21573.

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

pith.paper-citation-record.v1
2603.21573 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:25:38.845671Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:34:22.067280Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 059705e5-9fab-401e-8063-342925c45296 · inbound

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study cites this paper.

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study Rethinking Visual Privacy: A Compositional Privacy Risk Framework for Severity Assessment with VLMs

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:17:30.087799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T16:29:44.865799Z digest=sha256:2cc30332f37141c890b069854ef0a9f2dbcdc690550c12c0beb4485fa72eae4d

Observation 8097a3de-5e0d-4b59-b107-20e28f852d78 · inbound

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study cites this paper.

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study Rethinking Visual Privacy: A Compositional Privacy Risk Framework for Severity Assessment with VLMs

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:17:30.087799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-11T01:16:36.082783Z digest=sha256:6b8f98695a54204e8cea85b62b6a36c6e19b3ebb1eb6090b6ae6c22d2d75a04c

Observation 08846ca5-3c93-4fb7-b6a3-1c2915aa48ec · inbound

MemLeak: Diagnosing Information Leaks in Multimodal Agent Memory cites this paper.

MemLeak: Diagnosing Information Leaks in Multimodal Agent Memory Rethinking Visual Privacy: A Compositional Privacy Risk Framework for Severity Assessment with VLMs

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:17:30.087799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-06-30T07:25:38.845671Z digest=sha256:69a506144f53b71e923ec179196dc1fb34b673beb88040e9f762155f68a0f38c