Pith. sign in

Paper Citation Record · LEDGER

Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.09863.

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

pith.paper-citation-record.v1
2405.09863 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:49:40.841870Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T06:22:38.324842Z

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 53db2145-098b-4274-a2ba-51bcc66fa51b · inbound

Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark cites this paper.

Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against EaaS Watermark Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T20:49:40.841870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T20:49:40.841870Z digest=sha256:57755a254513a14a8c991e699178e51f05db3b400ef4e35192a385aef075e13c

Observation 1aa8d595-1d7b-48f7-a056-e99a8adedc4b · inbound

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis cites this paper.

The Efficacy of Transfer-based No-box Attacks on Image Watermarking: A Pragmatic Analysis Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T23:23:08.308256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:23:08.308256Z digest=sha256:0bdc655cc441921de7934a634bdb217379101402e6347d817d3c6a52e3ff553d

Observation 1fececf5-8e61-4985-a6eb-44378f54a725 · inbound

GCP: Guarded Collaborative Perception with Spatial-Temporal Aware Malicious Agent Detection cites this paper.

GCP: Guarded Collaborative Perception with Spatial-Temporal Aware Malicious Agent Detection Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-23T06:22:38.329618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T06:20:58.468472Z digest=sha256:9237fa50b14857a58a85520e6209cb721f2a40af2bb264870ab582a0f37ba7e1

Observation 4aa7daa1-c9d1-4bdd-9a2b-9860f661df85 · inbound

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification cites this paper.

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-19T09:37:14.127752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-19T09:35:00.520860Z digest=sha256:b494c6f2c5627c4e97a22bcceff32971f5dc8d6ff12ec1ddc62aa88706bc5bec