Paper Citation Record · LEDGER

SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2410.12761.

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

pith.paper-citation-record.v1
2410.12761 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:53:15.198111Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:09:57.468726Z

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 3c7bd078-337c-44e2-b108-a34fb0ced049 · inbound

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey cites this paper.

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 140

Resolution: unresolved; no resolver link, observed 2026-08-12T20:53:15.198111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 132814dc-1742-4ccb-9b1f-2e01df01f27b · inbound

TraSCE: Trajectory Steering for Concept Erasure cites this paper.

TraSCE: Trajectory Steering for Concept Erasure SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T18:42:15.053444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4e83978-d915-405e-923a-866d2a56755d · inbound

ACE: Anti-Editing Concept Erasure in Text-to-Image Models cites this paper.

ACE: Anti-Editing Concept Erasure in Text-to-Image Models SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T22:30:29.805806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a6a632e-4802-44c0-86a7-9cb8366928f6 · inbound

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization cites this paper.

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:19:52.652196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 411bd740-6aeb-40ab-a18d-49f85d9da4be · inbound

Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion cites this paper.

Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T21:39:55.152114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4f3891-0aae-47c6-9a2a-1e4a4526c605 · inbound

Do Concept Replacement Techniques Really Erase Unacceptable Concepts? cites this paper.

Do Concept Replacement Techniques Really Erase Unacceptable Concepts? SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:22.404756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0846d15f-5415-43d6-b121-052f2950a36a · inbound

Zero-Residual Concept Erasure via Progressive Alignment in Text-to-Image Model cites this paper.

Zero-Residual Concept Erasure via Progressive Alignment in Text-to-Image Model SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:32.749794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aceb8b-817d-41bf-b00f-276e5e6a187a · inbound

SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation cites this paper.

SPOT: Selective Prompt Projection via Total Variation for Inference-Only Safe Text-to-Image Generation SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:10:47.385753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c535b079-13bf-43db-80fd-d285a1c2921b · inbound

Erasure or Erosion? Evaluating Compositional Degradation in Unlearned Text-To-Image Diffusion Models cites this paper.

Erasure or Erosion? Evaluating Compositional Degradation in Unlearned Text-To-Image Diffusion Models SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:20:51.408525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53f09dee-95a5-4d1d-8ea0-69d3aab45af2 · inbound

FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding cites this paper.

FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:41:00.466187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5c0271ed-1834-4c30-bca9-8546f0e0d549 · inbound

EGLOCE: Training-Free Energy-Guided Latent Optimization for Concept Erasure cites this paper.

EGLOCE: Training-Free Energy-Guided Latent Optimization for Concept Erasure SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:05:59.409268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0a0e2f3-9c63-4b9a-a128-1cb30d630aca · inbound

What Concepts Lie Within? Detecting and Suppressing Risky Content in Diffusion Transformers cites this paper.

What Concepts Lie Within? Detecting and Suppressing Risky Content in Diffusion Transformers SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:26.473423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0e4decaf-e194-4a58-aa90-b6f2c0b2d68e · inbound

Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control cites this paper.

Activation Steering of Video Generation Models via Reduced-Order Linear Optimal Control SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T06:56:44.454597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3e5f4f3f-9b69-4c53-81aa-22c6cc8a72e8 · inbound

Where Should Knowledge Enter? A Layered Framework for Knowledge Infusion in Multimodal Iterative Generative Model cites this paper.

Where Should Knowledge Enter? A Layered Framework for Knowledge Infusion in Multimodal Iterative Generative Model SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:16:58.546498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2be52bf6-8363-41b5-a602-18f7b95ab494 · inbound

Safe Few-Step Generation via Velocity Editing cites this paper.

Safe Few-Step Generation via Velocity Editing SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:29:45.254987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 007c1c93-c854-44cd-9052-859d4b034748 · inbound

Co-occurring associated retained concepts in Diffusion Unlearning cites this paper.

Co-occurring associated retained concepts in Diffusion Unlearning SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:09:57.470109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 881e3cd6-6fb9-4695-bee4-7c828d58b145 · inbound

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks cites this paper.

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:49:52.855974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e0a4c952-b11e-4eef-ae50-b0129a1ff4d0 · inbound

Obliviate: Erasing Concepts from Autoregressive Image Generation Models cites this paper.

Obliviate: Erasing Concepts from Autoregressive Image Generation Models SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T16:35:50.623032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d33333d5-1b61-4c26-b77e-7a84afc3ae10 · inbound

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense cites this paper.

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T14:01:41.533067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.