Paper Citation Record · LEDGER

IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1910.12903.

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

pith.paper-citation-record.v1
1910.12903 v5

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 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:01:30.986456Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

20
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7be50216-3973-45ff-b3cf-07f1ec6be1c0 · inbound

Task-Agnostic Language Model Watermarking via High Entropy Passthrough Layers cites this paper.

Task-Agnostic Language Model Watermarking via High Entropy Passthrough Layers IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:01:30.986456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f1e14f7-a77a-4e3e-af38-d40ce50294c2 · inbound

Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation cites this paper.

Ownership Verification of DNN Models Using White-Box Adversarial Attacks with Specified Probability Manipulation IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:48.145267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13126fa-e1f9-424c-b833-021bfe3b4ff1 · inbound

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends cites this paper.

Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:46:52.591232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d5187d00-1009-47c0-8223-dbaa96bc2dac · inbound

Landseer: Exploring the Machine Learning Defense Landscape cites this paper.

Landseer: Exploring the Machine Learning Defense Landscape IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:33:45.391704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.