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Paper Citation Record · LEDGER

Automatic LLM Red Teaming

As of 19 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2508.04451.

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

pith.paper-citation-record.v1
2508.04451 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:04:25.550441Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:01:50.096105Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

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

Outbound references

Observation 4c4d5af0-ae47-41fa-acf9-65774b2ab220 · outbound

This paper cites Be protective of your child.

Automatic LLM Red Teaming Be protective of your child

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.761633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.513601Z digest=sha256:88573f0a57bcc0820ca00d556a35147e610476bdd5929c4f71e523daa5fcbbcf

Observation d7582f79-e081-4974-a496-406ef99d7c0d · outbound

This paper cites Do Anything Now.

Automatic LLM Red Teaming Do Anything Now

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.776113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.500114Z digest=sha256:8b437e7bca45c0a8b85193a97f747e24bb8c821038ed6bc5a6b26e9fc8977cac

Observation 15ebee16-a262-4f22-87b1-ad01c2124614 · outbound

This paper cites Question the ’establishment’.

Automatic LLM Red Teaming Question the ’establishment’

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.734563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.521982Z digest=sha256:0268e76f61a788c8bcf52d5ce6f6115ad10473ed113216ef1b610380c9cdd721

Observation fe9819de-170b-47b6-b817-f4b5472bb3f3 · outbound

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

Automatic LLM Red Teaming Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T00:04:25.509141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:04:25.509141Z digest=sha256:002939fba7f191435d77bd1c53313f8e2419a9ebce6a208edcbf6bfdbabcfa78

Observation bc995743-208d-41b5-8eb6-11fbe0822fbc · outbound

This paper cites Use a strategic approach to make decisions.

Automatic LLM Red Teaming Use a strategic approach to make decisions

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.706911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.529759Z digest=sha256:f3bf5b08705541568fc6359803490e285a97a5f0f51691b1dea5f29b8e419db0

Observation d5b95513-42f8-4d5c-93f6-25ab308fd57b · outbound

This paper cites Use a fact-seeking approach.

Automatic LLM Red Teaming Use a fact-seeking approach

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.747852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.517581Z digest=sha256:4c06ec83557f562508a11b01dace6ae1cfc38b59baf670f7058cf21ca10fba14

Observation 1c3f1b56-1385-4a4b-b667-52c5625d68a5 · outbound

This paper cites Ask ignorant, obvious questions.

Automatic LLM Red Teaming Ask ignorant, obvious questions

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.677237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.538100Z digest=sha256:40e59af5b6423f40ec9bdd604841e66418af95e5c5287fd91a00d2ad3004b845

Observation a6cf5128-9776-4ef9-8c55-ecddeb4e2663 · outbound

This paper cites Try to learn about the topic.

Automatic LLM Red Teaming Try to learn about the topic

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.720224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.526019Z digest=sha256:5bd4e5a1062d7093cb60507f304bc820ecef401444b0bd1fe5bfe991013b6aaf

Observation 347e7dc8-3e81-4c11-99a3-0f5f53e639d7 · outbound

This paper cites Ask the agent to clarify previous parts of the conversation.

Automatic LLM Red Teaming Ask the agent to clarify previous parts of the conversation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.648951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.546432Z digest=sha256:e473babd5d471a7244fa3020fa0af38bc4820a22cd729a9d6ccd090725d4c111

Observation 0339fef1-6722-46cd-975b-558687c8cd11 · outbound

This paper cites Find flaws that your constituents care about.

Automatic LLM Red Teaming Find flaws that your constituents care about

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.691542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.533692Z digest=sha256:b73d8de774424ebd5fd57012579f1dbc6d9783b87582acc63fd95c30b2aa321a

Observation d6d16c4a-9ed6-4847-b807-2d82af739fa4 · outbound

This paper cites Use a detailed technical approach.

Automatic LLM Red Teaming Use a detailed technical approach

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.662853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.542591Z digest=sha256:54f1f11aa7ffb9d8f50a2820d18cf74bfcc20220783d7f91383ae4a155b98637

Observation 5b28b399-dc74-4794-afe0-056c435eaaf8 · outbound

This paper cites topic” and “question.

Automatic LLM Red Teaming topic” and “question

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:04:25.633354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T00:04:25.550441Z digest=sha256:2dcf1e61d02b3e448d4c0865443d4152d88cd341e03964e73ab5dd7cf24e4cef

Observation b53d180c-a509-4bc2-8d06-8efb4e8c110b · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

Automatic LLM Red Teaming Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 1685

Resolution
unresolved
no resolver link, observed 2026-08-06T00:04:25.504135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:04:25.504135Z digest=sha256:9ff41c93a9591bd5f61ddd07da09ab458bcfb1dc403c32989435b80a357e95a9

Observation 01597c21-4f81-491c-88d7-67d9468313a1 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Automatic LLM Red Teaming Proximal Policy Optimization Algorithms

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T00:04:25.495356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:04:25.495356Z digest=sha256:e5d2104e3a2bf2d10854044a90d8137084407622a943aa6cfef40f545407bedd

Pith citing papers

Observation f73d158d-0928-4034-872c-3dec41dc2eb8 · inbound

Benchmarking Uncertainty and its Disentanglement in multi-label Chest X-Ray Classification cites this paper.

Benchmarking Uncertainty and its Disentanglement in multi-label Chest X-Ray Classification Automatic LLM Red Teaming

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T00:01:50.096105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:01:50.096105Z digest=sha256:864a1653a0e3e49ecbbc826ba6367985e592ec9b10e443c60d40d0a1ce1fad84

Observation 4337b97f-5e68-4705-9303-4c5a30026206 · inbound

Robust Critics: Defending LLMs Against Multi-Turn Attacks cites this paper.

Robust Critics: Defending LLMs Against Multi-Turn Attacks Automatic LLM Red Teaming

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-02T13:18:21.924750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-02T13:17:48.919750Z digest=sha256:c32ef35ca687b99109b40f8311b7dd6afe7c3f5d5c737c29f96b1f46c7794b59