Paper Citation Record · LEDGER

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints

As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2501.08246.

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

pith.paper-citation-record.v1
2501.08246 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:34:36.614045Z

measured 46 of 46 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T04:35:51.583460Z

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

45 of 45 outbound references displayed

verified exact0
verified fuzzy3
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 54713b1b-b6a0-4c6c-b60f-ea6166841c16 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.439847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4e231c4-3d29-4810-a314-3e3ad938df36 · outbound

This paper cites write newline.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.444124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f66ff6c-523e-4d0b-afda-50202acd4d96 · outbound

This paper cites GPT-4 Technical Report.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.447663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b63ca7f-11d7-4f89-b660-ec083cdd001e · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.155185Z

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 90329bb6-e5bc-40ea-b4b3-1cbf8b197884 · outbound

This paper cites D.; Ho, J.; Tarlow, D.; and Van Den Berg, R.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints D.; Ho, J.; Tarlow, D.; and Van Den Berg, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:37.145304Z

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 ea9cedbe-ee2a-4934-97d3-d2d2149f723d · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Constitutional AI: Harmlessness from AI Feedback

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.460008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5430e5-3588-46bd-861c-d3a40ab04bbc · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Training Diffusion Models with Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.464699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5340d82a-18b8-4cef-977d-3eee2b8506de · outbound

This paper cites Explore, Establish, Exploit: Red Teaming Language Models from Scratch.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Explore, Establish, Exploit: Red Teaming Language Models from Scratch

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.468720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365c9c4b-56d9-4845-8b57-59c53a93cc69 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.134654Z

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 1ba8fc20-1883-4e38-8485-745a623cc97a · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.121822Z

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 a0dacecf-ce7b-4d63-a703-1670304097b0 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.481873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f0d84e8-bcad-4345-a5de-bab64235c621 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.110080Z

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 a508ff64-cec2-47e7-8263-495216ba1dcf · outbound

This paper cites LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.490199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42437c03-9628-4384-9752-c57b2421d182 · outbound

This paper cites R.; Srivastava, A.; and Agrawal, P.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints R.; Srivastava, A.; and Agrawal, P

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:37.097987Z

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 1cee21ef-7d17-4b59-ad84-6728e0ee1c14 · outbound

This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.498311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8fd3733-4d92-461d-9447-6f7fc399d0d7 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.082435Z

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 b7c7188b-c6f3-4c8e-9eaa-4aa8181e4aaf · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.069968Z

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 ba88c8c3-1e8b-4b93-8a26-bc931f53e8bf · outbound

This paper cites Certifying LLM Safety against Adversarial Prompting.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Certifying LLM Safety against Adversarial Prompting

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.508096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d2cb09-86ff-4275-bceb-8c9463244fa4 · outbound

This paper cites Open Sesame! Universal Black Box Jailbreaking of Large Language Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Open Sesame! Universal Black Box Jailbreaking of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.511940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcca81fd-e948-4fc2-824c-4aaca73527ce · outbound

This paper cites RAIN: Your Language Models Can Align Themselves without Finetuning.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints RAIN: Your Language Models Can Align Themselves without Finetuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.517547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dac234-869a-4c30-84a2-d8250452abd2 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.056114Z

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 97868760-a7c4-4081-b7bf-50b7c8e79689 · outbound

This paper cites Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.526050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5912a16d-6e82-4c98-bdcd-d2ffc1d317c0 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.044621Z

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 2fe14311-d545-4959-9c7f-6509a9fe045c · outbound

This paper cites FLIRT: Feedback Loop In-context Red Teaming.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints FLIRT: Feedback Loop In-context Red Teaming

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.533947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f5f3076-d12d-4be7-877d-a3cb721e7ee2 · outbound

This paper cites Text Embeddings Reveal (Almost) As Much As Text.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Text Embeddings Reveal (Almost) As Much As Text

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.537886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b6d4d1a-eb49-4399-9321-9c0f22a9660a · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:37.031408Z

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 2bad4ddf-be31-4a38-83f2-4a40210dcb9f · outbound

This paper cites Instruction Tuning with GPT-4.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Instruction Tuning with GPT-4

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.545509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1292782a-a249-42d1-8d14-741e0fac3c20 · outbound

This paper cites Red Teaming Language Models with Language Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Red Teaming Language Models with Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.548636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39040c31-ea35-4e10-bf47-ccc48889ea73 · outbound

This paper cites D.; Ermon, S.; and Finn, C.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints D.; Ermon, S.; and Finn, C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:34:37.016562Z

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 0b5e7d15-7e94-4a22-9f8b-cf62af5066d1 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.556919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc77d5d7-d66b-416c-9a9d-16412cad66f4 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.560590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb8bb8e6-3b15-4f39-b420-5965c6196b17 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints High-Resolution Image Synthesis with Latent Diffusion Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.564455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161187d3-57f3-4263-b381-71953cf35b88 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Code Llama: Open Foundation Models for Code

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.568671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22babea3-4a10-486b-9d02-f0b1a4cd12dd · outbound

This paper cites Proximal Policy Optimization Algorithms.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Proximal Policy Optimization Algorithms

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.572888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c0e8a5-cfd6-4441-83d2-11bc8389e9a8 · outbound

This paper cites CodeFusion: A Pre-trained Diffusion Model for Code Generation.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints CodeFusion: A Pre-trained Diffusion Model for Code Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.576095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596bda71-a020-47ce-a070-baf05566a54d · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.996260Z

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 9c6e9b4e-ab85-4bb0-b9e7-408b60693cfe · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.983209Z

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 9f0d3bbc-1be3-408c-8337-e4e944dcfdb1 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.586454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 408691c8-4fcf-47c4-992b-30b4d11bb299 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.971614Z

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 32e7b1e0-9d08-46f3-aaed-e34e0bcf68c3 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.960929Z

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 de2478ee-3330-46b2-a4d4-58b0c3350eda · outbound

This paper cites Gradient-Based Language Model Red Teaming.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Gradient-Based Language Model Red Teaming

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.598963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b95ecf7d-e00e-4012-a4b9-cbdb8aefe43f · outbound

This paper cites Low-Resource Languages Jailbreak GPT-4.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Low-Resource Languages Jailbreak GPT-4

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.603073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e97bd6b-7191-4497-8b0e-d60ff53edae0 · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.948972Z

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 a1cd0671-ac73-47b2-9da3-611800a9012a · outbound

This paper cites an unresolved cited work.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:34:36.933891Z

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 5679ae28-7e14-4d6e-9ab1-7a0b64e619dd · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T20:34:36.614045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8b94eda2-1069-43b9-baa8-93564a4f492f · inbound

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models cites this paper.

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-06-26T04:38:59.099988Z

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.