Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:42:00.418318Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 4 inbound Pith citation observations for arXiv:2505.06643.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:42:00.418318Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T10:39:07.083536Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T11:13:20.768933Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 918c27e9-10b9-4f54-8c9b-2dab2c2d1703 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb01fbc7-1487-4322-acb7-24c1176eb74a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 688c7806-a106-4a94-ae0c-add79398473f · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models From System 1 to System 2: A Survey of Reasoning Large Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50907ca7-8b0d-4c1c-8f48-ada67edd8d4f · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Demystifying Long Chain-of-Thought Reasoning in LLMs
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 672d5fea-1d5d-4078-8d30-c5b570953336 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e89948ca-14cb-466a-bcaf-c2f10fd549c1 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ef31bec-e2ce-4c7f-929a-f8b5b8b3374b · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b73d6e8-2592-4f58-95f0-be3cd567a42a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83f850e0-db6c-498e-87ae-9515699d605f · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae0c81d-3dff-4a1c-a3d8-ba966d9a7ba9 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Formalizing and benchmarking prompt injection attacks and defenses
Reference 10
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 13c51b55-ce65-4b43-9bfa-8a5fa529be5b · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Not what you’ve signed up for: Compromising real-world llm-integrated applications with indirect prompt injection
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f92387a-72b4-4fe3-a6cd-a94a0ba01c7c · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models InjecAgent: Benchmarking indirect prompt injections in tool-integrated large language model agents
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d14e42d6-b3a5-4037-aee4-50fcbf872fb6 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Token-Efficient Prompt Injection Attack: Provoking Cessation in LLM Reasoning via Adaptive Token Compression
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c23b940-bdde-4b2f-ba9d-0f947006ff0c · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Don’t listen to me: understanding and exploring jailbreak prompts of large language models
Reference 14
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 a7ee9bb4-15aa-4fce-8c72-81db74cc3ee9 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models The hidden risks of large reasoning models: A safety assessment of r1
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5164bc4-43f2-4418-8d23-8688c0388c6b · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d2efd76-cab7-4178-86dd-3267e9b1cf61 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Prompt Injection attack against LLM-integrated Applications
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16a5338f-783f-4b6c-affa-7540ac4846f9 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Breaking the Prompt Wall (I): A Real-World Case Study of Attacking ChatGPT via Lightweight Prompt Injection
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e6bc4a6-ca5c-47d9-9320-2118a09da6a8 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Fun-tuning: Characterizing the Vulnerability of Proprietary LLMs to Optimization-based Prompt Injection Attacks via the Fine-Tuning Interface
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7358d651-b61d-46ae-bd09-2714bf2e5c3f · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models do anything now
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f08a9cfc-cbc7-452e-9ac5-dfda9bb98e6d · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models ToolSword: Unveiling safety issues of large language models in tool learning across three stages
Reference 21
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 c620d079-1a37-4054-b174-9b8663f35c5a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Virtual context enhancing jailbreak attacks with special token injection
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca686c04-74ac-43e9-8887-265fd6800e3a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75924e65-9be0-4841-9098-147295580140 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Easypqc: Verifying post-quantum cryptography
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23a96bca-9d7c-42c1-9d26-0c29b8d33c85 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models A survey on post-quantum public-key signature schemes for secure vehicular communications
Reference 25
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 47ff3417-f9ff-4fce-b2c7-4600cc016763 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Did aristotle use a laptop? a question answering benchmark with implicit reasoning strategies
Reference 26
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 59db79c5-bec9-4e2d-9a46-562ad4495cbd · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Training Verifiers to Solve Math Word Problems
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bf15bc9-1d1a-44ec-b2d3-04e449b6a77c · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Program induction by rationale generation: Learning to solve and explain algebraic word problems
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7de4823b-0964-44ed-8898-19d908f2c403 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models ReConcile: Round-table conference improves reasoning via consensus among diverse LLMs
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2124abe-ea9e-4b22-9c88-da1c9d342391 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Wildguard: Open one-stop moderation tools for safety risks, jailbreaks, and refusals of LLMs
Reference 30
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 bb38b34a-7b6c-481c-a24c-c30d61f037c9 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a43b2e-61fc-40a1-96fe-470ba32d1463 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 34
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 f7f1517a-1641-47bb-8ef2-42589644fbc6 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models - **Storage**: The AES key is kept in memory temporarily and never written to disk unencrypted
Reference 35
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 4da9bd98-9dbb-4c71-bfda-189d48ed2913 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 36
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 19749657-483b-4d80-b9ea-63af7fdb7704 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 37
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 9ed236b9-f8cd-4777-90eb-c2a0b99a576d · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 38
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 9b4d2417-cd26-4903-901f-c8ca56fb5353 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 39
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 5ec7f25e-043e-4b63-82cd-bace3f46b713 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 40
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 767bf861-4dfd-4568-abe4-0ebe19d3723c · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 41
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 35c9392a-35e6-47f0-b4a8-af1723874329 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Wait, but the unique ID is important
Reference 42
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 a6cacbde-f6dc-4c9e-b60b-83a5f50e08d0 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 43
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 e0f80c7d-33e1-4eb4-9e23-ac064194826a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 44
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 7ed6c3c0-63c5-4e17-aa00-2aef97e532d8 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Cybersecurity expertise should be used to protect systems, not exploit them
Reference 45
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 6e2d5f44-4469-4b38-9fe5-7835d77f31fb · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models - **Mitigation**: Strict vendor risk assessments and network segmentation to isolate third-party access
Reference 46
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 aec004b4-86e7-418e-a35d-3a555353b69e · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models - **Mitigation**: Patch management programs, intrusion detection systems (IDS), and regular penetration testing
Reference 47
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 49609f74-4e12-4896-97cc-4c0c5ef1eac6 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models - **Mitigation**: Verification protocols (e.g., call-back procedures) and security awareness drills
Reference 48
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 7b02d504-56c4-42a8-b644-415f22ba126c · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models - **Mitigation**: Background checks, access controls, and monitoring for anomalous behavior
Reference 49
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 08bafe9b-1540-4a88-9840-abaec94dbe9d · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models a = <|end_of_thinking|> and b = m
Reference 50
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 83e7fa74-8875-43fd-b98a-eb331874fd00 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 52
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 2b8c34fd-348e-4357-bc52-97be0b2b6822 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 53
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 0a83a647-bd6a-422d-be4e-212dc2a4edf5 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 54
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 bffd0060-9d93-4590-95a0-68f765270d1e · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models **Answer:** The ciphertext produced is 901
Reference 55
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 3a2b3654-10d6-4b39-a6cc-c7fd045629d7 · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models So maybe ’b’ is the letter ’m’, which we need to convert to a numerical key
Reference 109
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 13a3eaa6-e9a9-43a4-ab4f-ed0fffad3d1b · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Unresolved cited work
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5db5e5d3-e79a-4dcb-8ccb-8d4e1ae6304a · outbound
Practical Reasoning Interruption Attacks on Reasoning Large Language Models doi: 10.18653/v1/2024.acl-long.119
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d27f5c5f-bee2-4cef-951e-5f3710714808 · inbound
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Practical Reasoning Interruption Attacks on Reasoning Large Language Models
Reference 149
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 cf20b79f-360e-46a0-be80-feecc9571d42 · inbound
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Practical Reasoning Interruption Attacks on Reasoning Large Language Models
Reference 172
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a28c82bb-9b58-4c69-ba79-aa075536a800 · inbound
Conflicts Make Large Reasoning Models Vulnerable to Attacks Practical Reasoning Interruption Attacks on Reasoning Large Language Models
Reference 2
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 59129d0c-ad80-4dbe-9c5c-bf0cf52a7842 · inbound
ReasonBreak: Probing Vulnerabilities in Reasoning-Enabled Vision-Language-Action Models for Autonomous Driving Practical Reasoning Interruption Attacks on Reasoning Large Language Models
Reference 11
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.