Paper Citation Record · LEDGER

ShieldGemma 2: Robust and Tractable Image Content Moderation

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2504.01081.

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

pith.paper-citation-record.v1
2504.01081 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:49:20.328915Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:54.641120Z

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 513fb847-4e87-4aea-995d-80b531f0503d · inbound

VLMs Can Aggregate Scattered Training Patches cites this paper.

VLMs Can Aggregate Scattered Training Patches ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:05.817517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565c71ff-9edc-481f-a63f-4b03b833470d · inbound

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values cites this paper.

Personalized Constitutionally-Aligned Agentic Superego: Secure AI Behavior Aligned to Diverse Human Values ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:07.193249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9a2bfd-6676-4cfc-a215-84e3404c3bd1 · inbound

Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models cites this paper.

Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T17:08:20.214896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2600760a-ae98-4cd1-ba21-1b45ed2c279a · inbound

Beyond Linear Probes: Dynamic Safety Monitoring for Language Models cites this paper.

Beyond Linear Probes: Dynamic Safety Monitoring for Language Models ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T12:42:36.804758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67bafbe8-bdda-4c3d-b079-f68e55ebbcbc · inbound

SenBen: Sensitive Scene Graphs for Explainable Content Moderation cites this paper.

SenBen: Sensitive Scene Graphs for Explainable Content Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:01:01.787041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 979ac981-a85c-492d-89d3-fdc54b545123 · inbound

SenBen: Sensitive Scene Graphs for Explainable Content Moderation cites this paper.

SenBen: Sensitive Scene Graphs for Explainable Content Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T23:42:32.347933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c507a52-f587-4a0c-b449-40a5acdee1e3 · inbound

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening cites this paper.

SafeLens: Deliberate and Efficient Video Guardrails with Fast-and-Slow Screening ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:08:21.190297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39cc81f6-7e92-4b9c-bec5-2603223e608c · inbound

Going PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global South cites this paper.

Going PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global South ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:08:07.042646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e011571c-b4a4-4314-b45c-b3ef1731047a · inbound

Boundary-targeted Membership Inference Attacks on Safety Classifiers cites this paper.

Boundary-targeted Membership Inference Attacks on Safety Classifiers ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:11:17.541591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6096ed2-305c-4eb0-bcc7-4120c3746323 · inbound

Boundary-targeted Membership Inference Attacks on Safety Classifiers cites this paper.

Boundary-targeted Membership Inference Attacks on Safety Classifiers ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:45:24.307746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d826f66f-91a9-43c1-bd93-c860745488c3 · inbound

$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing cites this paper.

$D^2$-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:03:59.797888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de449355-e559-4c24-be03-4f26a87095cd · inbound

No Safe Dose: How Training Data Drives Unsafe Image Generation cites this paper.

No Safe Dose: How Training Data Drives Unsafe Image Generation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:43:28.537424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46013750-9652-46f7-955c-fef2a5b8773d · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:54.643230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 373824c2-71b4-4cbe-b72d-ac420de6a596 · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:13:53.510290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ba0bf05-8920-416b-95e3-1cf68579ff61 · inbound

SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing cites this paper.

SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:34:18.821395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c519ab3-a279-4d56-80a5-5161116b8721 · inbound

Every Sample Counts: Supervised Fine-Tuning of Language Models with Pointwise Constraints cites this paper.

Every Sample Counts: Supervised Fine-Tuning of Language Models with Pointwise Constraints ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 97

Resolution: unresolved; no resolver link, observed 2026-07-13T05:26:06.829382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37172ff4-17a5-4710-a802-65f27e690df0 · inbound

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation cites this paper.

Old Tricks, New Models: How Simple Image Transformations Break Modern AI-based Content Moderation ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T15:15:01.267197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bb3a7de-1f5f-4050-a77e-f2a6c3ae0335 · inbound

ProbGuard: Calibrated Safety Risk Estimation from LLM Output Distributions cites this paper.

ProbGuard: Calibrated Safety Risk Estimation from LLM Output Distributions ShieldGemma 2: Robust and Tractable Image Content Moderation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T20:49:20.328915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.