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Paper Citation Record · LEDGER

Dynamic Adversarial Fine-Tuning Reorganizes Refusal Geometry

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2604.27019.

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

pith.paper-citation-record.v1
2604.27019 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T13:51:23.302296Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T17:48:45.645876Z

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 a16580e8-9364-4424-b9cf-11374fd55eb4 · inbound

From Refusal Geometry to Safety Geometry: Harmfulness--Refusal Coupling under Dynamic Adversarial Fine-Tuning cites this paper.

From Refusal Geometry to Safety Geometry: Harmfulness--Refusal Coupling under Dynamic Adversarial Fine-Tuning Dynamic Adversarial Fine-Tuning Reorganizes Refusal Geometry

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-03T17:48:45.647661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T03:49:26.207330Z digest=sha256:714a0ec32f2d47b6d7332477ae1f40ea455cd9e16f80c9ba70ee49a31cf6befa

Observation cdcb5004-6bae-45ef-abc4-c524fdf095c2 · inbound

From Refusal Geometry to Safety Geometry: Harmfulness--Refusal Coupling under Dynamic Adversarial Fine-Tuning cites this paper.

From Refusal Geometry to Safety Geometry: Harmfulness--Refusal Coupling under Dynamic Adversarial Fine-Tuning Dynamic Adversarial Fine-Tuning Reorganizes Refusal Geometry

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-12T13:51:23.302296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T13:51:23.302296Z digest=sha256:1f53f51d30eb9db81ca9efa2e6f57cdb825244397256b790fd4f976a631425bb