Paper Citation Record · LEDGER

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models

As of 12 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2412.18302.

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

pith.paper-citation-record.v1
2412.18302 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:53:36.994565Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy9
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75787f92-d267-47a2-936c-d9b9e394a39e · outbound

This paper cites Easily ac sces- sible text-to-image generation amplifies demographic stereo- types at large scale.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Easily ac sces- sible text-to-image generation amplifies demographic stereo- types at large scale

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.559544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3a2cbd7d-3e52-42a5-9142-847213dd8800 · outbound

This paper cites How to backdoor diffusion models? In Proceedings of the 8 IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 4015–4024, 2023.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models How to backdoor diffusion models? In Proceedings of the 8 IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 4015–4024, 2023

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.504035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f5aec3da-7db1-4db3-9f51-33b576d399e7 · outbound

This paper cites A coefficient of agreement for nominal scales.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models A coefficient of agreement for nominal scales

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.489104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef089f10-32dc-42d2-9ca9-458da2e31cc9 · outbound

This paper cites Measuring nominal scale agreement among many raters.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Measuring nominal scale agreement among many raters

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.474153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 80ff4af9-f2fc-489d-9c59-0997205a43e9 · outbound

This paper cites Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.784405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d66500ac-9517-49ed-b9be-c638f1893eae · outbound

This paper cites Unified concept editing in diffusion models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Unified concept editing in diffusion models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.459321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87db3be9-a341-4834-96c1-6128af9028bc · outbound

This paper cites Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.793805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759f9e07-ff5b-4554-9359-33abc58d4f50 · outbound

This paper cites R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.798251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d230de-139e-44c2-8c42-4748d5ef9e74 · outbound

This paper cites Ablating con- cepts in text-to-image diffusion models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Ablating con- cepts in text-to-image diffusion models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.804001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e00165b-b05b-45d1-9810-84fe7537615a · outbound

This paper cites Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.808380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c75be05-711b-4858-84fc-39b11dc89818 · outbound

This paper cites Visual instruction tuning.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Visual instruction tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.812733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd00d0c1-cc19-4f6c-80cf-06286709dc6b · outbound

This paper cites Injecting bias in text-to-image models via composite-trigger backdoors, 2024.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Injecting bias in text-to-image models via composite-trigger backdoors, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.413418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7c9bbc7b-107e-4761-9573-fe1ce7afd860 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models High-resolution image synthesis with latent diffusion models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.821267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7673bb82-bf13-421e-ad2f-b1cac337a787 · outbound

This paper cites Visual propaganda and social media.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Visual propaganda and social media

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.322575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 368fee6b-d2b8-42ea-93a4-6392413dd9ee · outbound

This paper cites Rickrolling the artist: Injecting backdoors into text en- coders for text-to-image synthesis.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Rickrolling the artist: Injecting backdoors into text en- coders for text-to-image synthesis

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.264942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 08dac84f-a4f5-4cbf-a823-4a469118760c · outbound

This paper cites Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.834852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74facc76-3857-4f26-9089-1c61d370208d · outbound

This paper cites Text-to-image diffusion models can be easily backdoored through multimodal data poisoning.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Text-to-image diffusion models can be easily backdoored through multimodal data poisoning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T04:53:37.249706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3f82d51-0bda-4080-aa3c-0c22d42d64bf · outbound

This paper cites Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.851777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9fdc564-6926-4cdf-8e83-ec7271b6e33c · outbound

This paper cites Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.936091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334fee05-8bbb-4606-b38e-8be4a9304b54 · outbound

This paper cites UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models.

FameBias: Embedding Manipulation Bias Attack in Text-to-Image Models UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:36.994565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.