Paper Citation Record · LEDGER

Excessive Reasoning Attack on Reasoning LLMs

As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 11 inbound Pith citation observations for arXiv:2506.14374.

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

pith.paper-citation-record.v1
2506.14374 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:23:40.000282Z

measured 32 of 32 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:12:27.876103Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:58:53.665481Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy11
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c0c8b0d6-bf09-48f0-b101-5d9bccb37f3e · outbound

This paper cites Graph of Thoughts: Solving Elaborate Prob- lems with Large Language Models.

Excessive Reasoning Attack on Reasoning LLMs Graph of Thoughts: Solving Elaborate Prob- lems with Large Language Models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.986116Z

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.

Observation afa60fd9-8405-4e2e-9c9c-543b0dbf8156 · outbound

This paper cites Bad Characters: Imperceptible NLP Attacks.

Excessive Reasoning Attack on Reasoning LLMs Bad Characters: Imperceptible NLP Attacks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.601823Z

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.

Observation 4954fee5-8557-4d35-a3cd-bc5a22f0edc5 · outbound

This paper cites Choquette- Choo, Matthew Jagielski, Irena Gao, Pang Wei Koh, Daphne Ippolito, Florian Tramèr, and Ludwig Schmidt.

Excessive Reasoning Attack on Reasoning LLMs Choquette- Choo, Matthew Jagielski, Irena Gao, Pang Wei Koh, Daphne Ippolito, Florian Tramèr, and Ludwig Schmidt

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.249901Z

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.

Observation 15098ef2-a918-4e7e-af5d-18f7b803f0e6 · outbound

This paper cites NICGSlowDown: Evaluating the Efficiency Ro- bustness of Neural Image Caption Generation Models.

Excessive Reasoning Attack on Reasoning LLMs NICGSlowDown: Evaluating the Efficiency Ro- bustness of Neural Image Caption Generation Models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:41.995652Z

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.

Observation 35ca6863-9eb5-46fe-ab78-cf888a4ca775 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Excessive Reasoning Attack on Reasoning LLMs Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:37.712542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30eaa0d-fd29-415e-98d3-9c975b21e16a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Excessive Reasoning Attack on Reasoning LLMs Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:37.874295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation befc95c9-f74f-4b6c-a292-0ac6d951aa77 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Excessive Reasoning Attack on Reasoning LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:38.038888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98251e08-f6c3-4f24-bf85-9ff53ae35d67 · outbound

This paper cites Reasoning Robustness of LLMs to Adversarial Typographi- cal Errors.

Excessive Reasoning Attack on Reasoning LLMs Reasoning Robustness of LLMs to Adversarial Typographi- cal Errors

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:41.775598Z

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.

Observation 1451610e-902b-4b8c-b6bb-da893230d670 · outbound

This paper cites Inducing High Energy- Latency of Large Vision-Language Models with Verbose Im- ages.

Excessive Reasoning Attack on Reasoning LLMs Inducing High Energy- Latency of Large Vision-Language Models with Verbose Im- ages

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:41.520164Z

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.

Observation e3b367a7-097a-41c4-9354-3bec6841b5d6 · outbound

This paper cites OpenAI o1 System Card.

Excessive Reasoning Attack on Reasoning LLMs OpenAI o1 System Card

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:38.563894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 337f5a17-b27e-498a-bb93-b3f872b0c3df · outbound

This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.

Excessive Reasoning Attack on Reasoning LLMs Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:41.362691Z

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.

Observation 81934d09-d0bb-4c59-baf4-00491eef4ebc · outbound

This paper cites OverThink: Slowdown Attacks on Reasoning LLMs.

Excessive Reasoning Attack on Reasoning LLMs OverThink: Slowdown Attacks on Reasoning LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:38.901462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fcabc85-41c5-4c85-99fc-13af2fd406e9 · outbound

This paper cites Orca-Math: Unlocking the potential of SLMs in Grade School Math.

Excessive Reasoning Attack on Reasoning LLMs Orca-Math: Unlocking the potential of SLMs in Grade School Math

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:39.107033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a0d2d4f-0da0-4ec0-a304-3fe78d3fdd7f · outbound

This paper cites Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models.

Excessive Reasoning Attack on Reasoning LLMs Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:39.250954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0e489d-e1d7-4c79-9056-9b71f9c7a9a7 · outbound

This paper cites Mullins, and Ross Anderson.

Excessive Reasoning Attack on Reasoning LLMs Mullins, and Ross Anderson

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:41.157195Z

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.

Observation e8bd5c5c-2cc9-4e06-a9d3-4406fa2d4014 · outbound

This paper cites QwQ-32B: Embracing the Power of Reinforce- ment Learning.https://qwenlm.github.io/blog/qwq- 32b/, 2025.

Excessive Reasoning Attack on Reasoning LLMs QwQ-32B: Embracing the Power of Reinforce- ment Learning.https://qwenlm.github.io/blog/qwq- 32b/, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:40.967799Z

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.

Observation 3bfd2e61-cec4-4248-812e-04884703dd0a · outbound

This paper cites Le, Ed H.

Excessive Reasoning Attack on Reasoning LLMs Le, Ed H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:40.740462Z

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.

Observation 89a71b8c-33e4-4b5d-9d37-483a6a3c2083 · outbound

This paper cites Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs.

Excessive Reasoning Attack on Reasoning LLMs Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:39.676722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 389a10e3-a451-49c4-8db2-e52adfa68730 · outbound

This paper cites Chi, Quoc V.

Excessive Reasoning Attack on Reasoning LLMs Chi, Quoc V

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:40.406507Z

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.

Observation ad6ea717-b981-4e81-9a0a-e4d795c1aff5 · outbound

This paper cites Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models.

Excessive Reasoning Attack on Reasoning LLMs Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:39.883596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238c44bf-4ef0-4024-b1d5-c430b518df36 · outbound

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

Excessive Reasoning Attack on Reasoning LLMs Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:40.000282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2109c801-a865-42bf-82ae-46b9f78e7907 · inbound

POT: Inducing Overthinking in LLMs via Black-Box Iterative Optimization cites this paper.

POT: Inducing Overthinking in LLMs via Black-Box Iterative Optimization Excessive Reasoning Attack on Reasoning LLMs

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T17:12:27.876103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19f20ff-3fd5-4c5c-9952-6277d53d0387 · inbound

JADES: A Universal Framework for Jailbreak Assessment via Decompositional Scoring cites this paper.

JADES: A Universal Framework for Jailbreak Assessment via Decompositional Scoring Excessive Reasoning Attack on Reasoning LLMs

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T14:51:03.787053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da56dc1d-97f7-4b4b-8183-0de85fa303ea · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Excessive Reasoning Attack on Reasoning LLMs

Reference 198

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:07.401612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f4d9436-620a-4e6d-8854-222865225109 · inbound

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs cites this paper.

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs Excessive Reasoning Attack on Reasoning LLMs

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:13:29.761293Z

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.

Observation a7935fd1-ff43-4fc6-8c7c-d995c562514f · inbound

GoAT-X: A Graph of Auditing Thoughts for Securing Token Transactions in Cross-Chain Contracts cites this paper.

GoAT-X: A Graph of Auditing Thoughts for Securing Token Transactions in Cross-Chain Contracts Excessive Reasoning Attack on Reasoning LLMs

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T22:26:13.731844Z

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.

Observation 97dfa946-65d4-4740-8c09-b4e0131f8ff9 · inbound

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents cites this paper.

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents Excessive Reasoning Attack on Reasoning LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:46:27.776622Z

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.

Observation 53d23154-ece5-46f1-b483-182163bdb69b · inbound

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents cites this paper.

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents Excessive Reasoning Attack on Reasoning LLMs

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:45:45.443579Z

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.

Observation be0a6462-efd0-45c7-836a-c7f0b3ea664a · inbound

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents cites this paper.

OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents Excessive Reasoning Attack on Reasoning LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T05:17:31.232276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e579ab8-e8b4-44f0-a14e-16ee42eeb65c · inbound

ReasonBreak: Probing Vulnerabilities in Reasoning-Enabled Vision-Language-Action Models for Autonomous Driving cites this paper.

ReasonBreak: Probing Vulnerabilities in Reasoning-Enabled Vision-Language-Action Models for Autonomous Driving Excessive Reasoning Attack on Reasoning LLMs

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T11:13:20.762029Z

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.

Observation d0291638-5598-49a1-8688-8cd99c37fcc4 · inbound

RecurGuard: Runtime Monitoring for Reasoning-Token Consumption Attacks cites this paper.

RecurGuard: Runtime Monitoring for Reasoning-Token Consumption Attacks Excessive Reasoning Attack on Reasoning LLMs

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:27:24.515984Z

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.

Observation e4d0fbfc-be25-4acd-b431-a78f719ecbcd · inbound

Overthink-Triggered Slowdown Attacks on LVLM-Based Robotic Systems cites this paper.

Overthink-Triggered Slowdown Attacks on LVLM-Based Robotic Systems Excessive Reasoning Attack on Reasoning LLMs

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T19:58:53.667657Z

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.