Paper Citation Record · LEDGER

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.24343.

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

pith.paper-citation-record.v1
2607.24343 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:25:31.881768Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

49 of 49 outbound references displayed

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verified fuzzy0
unresolved49
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1df83346-b3ef-408f-8bbb-4c46b096ddde · outbound

This paper cites The Granularity Mismatch in Agent Security: Argument-Level Provenance Solves Enforcement and Isolates the.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Granularity Mismatch in Agent Security: Argument-Level Provenance Solves Enforcement and Isolates the

Reference 1

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Observation 3d98e84c-47a6-4505-94ad-0331cbe899bb · outbound

This paper cites Securing AI Agents with Information-Flow Control.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Securing AI Agents with Information-Flow Control

Reference 2

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Observation 6734944b-39b5-4e35-8304-d02cef29609d · outbound

This paper cites Defeating Prompt Injections by Design.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Defeating Prompt Injections by Design

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:28.573855Z

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Observation 9e89fab3-5014-4f85-9976-403f57232e90 · outbound

This paper cites GIF: Locally Sound Geometric Information Flow Control for LLMs.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls GIF: Locally Sound Geometric Information Flow Control for LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:28.654740Z

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Observation d752f02a-a5a0-47ce-8d53-cb9ef7a70d56 · outbound

This paper cites Causality Laundering: Denial-Feedback Leakage in Tool-Calling.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Causality Laundering: Denial-Feedback Leakage in Tool-Calling

Reference 5

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Observation fa4c56f3-9571-4826-9035-3026ac7eb47a · outbound

This paper cites 2026 , url =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2026 , url =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:28.820490Z

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Observation 7345e9a8-1fc6-4adc-b126-773eabf07d59 · outbound

This paper cites arXiv preprint arXiv:2603.30016 , year =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls arXiv preprint arXiv:2603.30016 , year =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:28.902762Z

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Observation d0755462-6b37-4ec0-8c9a-f570d6af322e · outbound

This paper cites Taxonomy, Evaluation and Exploitation of.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Taxonomy, Evaluation and Exploitation of

Reference 8

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Observation d80c6081-ca7b-4e4a-aec1-2d789b941f83 · outbound

This paper cites 2025 , url =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2025 , url =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:29.091942Z

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Observation 112c11ce-0139-4ca4-a060-b621b9fd1028 · outbound

This paper cites 2025 , doi =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2025 , doi =

Reference 10

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Observation 8f8b97d9-f80c-44f9-9e5f-ac350b475a73 · outbound

This paper cites Proceedings of the Conference on Applied Machine Learning in Information Security (CAMLIS 2024) , series =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Proceedings of the Conference on Applied Machine Learning in Information Security (CAMLIS 2024) , series =

Reference 11

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Observation f64de418-24f6-4425-a49c-e4c721fb7180 · outbound

This paper cites The Instruction Hierarchy: Training.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Instruction Hierarchy: Training

Reference 12

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Observation 7f12f2da-2e36-4866-a0b5-78bd80ef73ed · outbound

This paper cites , booktitle =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls , booktitle =

Reference 13

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Observation 11e52fa5-0a2f-4ee0-a185-96ccef63e705 · outbound

This paper cites 33rd USENIX Security Symposium (USENIX Security 24) , pages =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 33rd USENIX Security Symposium (USENIX Security 24) , pages =

Reference 14

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Observation 076c37af-42ec-43ce-9fd5-15a2a352ff39 · outbound

This paper cites 2026 , url =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2026 , url =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:29.543916Z

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Observation 2cdb516b-edbe-4b11-b2a9-38eca8d7d830 · outbound

This paper cites Mitigating.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Mitigating

Reference 16

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Observation 602addca-2efe-4099-b0c4-42534c2238e8 · outbound

This paper cites , journal =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls , journal =

Reference 17

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Observation 0332d019-f578-4230-917f-f032becaf793 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2026 , url =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:29.807219Z

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Observation 7bebe66a-8201-4c81-8700-bf155ff55432 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls International Conference on Learning Representations (ICLR) , year =

Reference 19

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Observation 954c7abe-ae37-4b53-9b21-4faa68870467 · outbound

This paper cites Foundations and Trends in Machine Learning , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Foundations and Trends in Machine Learning , volume =

Reference 20

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Observation d47ebe5b-1269-41ca-820e-ded938812e14 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Annals of Applied Statistics , volume =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:29.985620Z

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Observation c502d776-8752-4055-ba5c-cf9c2091e7dd · outbound

This paper cites Journal of the ACM , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Journal of the ACM , volume =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:30.043650Z

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Observation 82e63a66-b93a-463b-8d72-60857fa80ac9 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2005 , url =

Reference 23

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Observation 9b1766f3-76ce-48e3-b45e-cda4e50496c3 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Machine Learning: ECML 2002 , series =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:30.203074Z

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Observation ac9401c1-b547-44c5-9ae1-6a67620aee85 · outbound

This paper cites Journal of the American Statistical Association , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Journal of the American Statistical Association , volume =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:30.249086Z

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Observation 662a820f-4ff7-410b-8eec-eb65824a8575 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2003 , note =

Reference 26

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Observation 2d6a4763-b325-4385-83d6-b7eeb105649d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:30.413469Z

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Observation 1f13cb88-e359-4caf-9b34-bde0826ae513 · outbound

This paper cites The Annals of Statistics , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Annals of Statistics , volume =

Reference 28

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Observation d106b660-e547-48d7-a3c8-585439f84492 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Proceedings of the 42nd International Conference on Machine Learning , volume =

Reference 29

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Observation 06849b89-8401-4c60-a109-10ec847a956c · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track , year =

Reference 30

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Observation f7b09ec9-dca0-4383-a95a-80c1e72464aa · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2024 , doi =

Reference 31

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Observation 755f590a-9840-4bb8-8040-56b56c73a6aa · outbound

This paper cites Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models

Reference 32

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Observation d3a85f66-98c9-45af-a2fa-59d7a4da2fba · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Not What You've Signed Up For: Compromising Real-World

Reference 33

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Observation 590ceda5-40e7-4ce5-a69e-e464816ce751 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls and Hashimoto, Tatsunori , booktitle =

Reference 34

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Observation 030a7aae-7ac4-41c4-937d-0e2cf0366247 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 35

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Observation e89d6908-6136-48e8-b0d9-eb9c1ddc568f · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls GPT-4o System Card

Reference 36

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Observation 1c37d0b4-bb96-4672-a5cd-f48fe934bf0f · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 37

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Observation c355a803-0ccc-4b1c-b46e-00a84df05a91 · outbound

This paper cites The Llama 3 Herd of Models.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Llama 3 Herd of Models

Reference 38

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Observation 17f3b88c-4202-4aa5-b7f7-d69d93a17ae9 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2024 , url =

Reference 39

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Observation 3f91025d-cc02-4e73-ae6e-66db15150e32 · outbound

This paper cites Communications of the ACM , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Communications of the ACM , volume =

Reference 40

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Observation b58edca8-ffd9-4d33-91fa-7b90d79843ed · outbound

This paper cites Communications of the ACM , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Communications of the ACM , volume =

Reference 41

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Observation eb64c7a5-66e7-48a0-9b6c-6486aa6fab02 · outbound

This paper cites Journal of Computer Security , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Journal of Computer Security , volume =

Reference 42

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Observation acf3d577-4b0b-4d93-8bee-fcde9d4c646f · outbound

This paper cites Foundations of Software Science and Computational Structures (FoSSaCS) , series =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Foundations of Software Science and Computational Structures (FoSSaCS) , series =

Reference 43

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Observation c7d518dd-36bc-44c5-9fa4-4c8b58c8fb2f · outbound

This paper cites The Annals of Mathematical Statistics , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls The Annals of Mathematical Statistics , volume =

Reference 44

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Observation a9abf3ff-c8e3-4f04-8558-e22a1bfe278d · outbound

This paper cites Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence , volume =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence , volume =

Reference 45

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Observation bcb8c887-ec7f-403e-bf29-ac6ee96f6b73 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T01:25:31.751509Z

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Observation 3da8d2ff-4440-4d0e-89d5-1c78b3b1ac41 · outbound

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Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls 2026 , url =

Reference 47

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Observation 03667c0c-7362-4fa5-8fef-450a8a056551 · outbound

This paper cites arXiv preprint arXiv:2602.04364 , year =.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls arXiv preprint arXiv:2602.04364 , year =

Reference 48

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Observation 3a2a54a7-396c-4f9b-93b8-433d09c90e47 · outbound

This paper cites Conformal Selective Acting: Anytime-Valid Risk Control for.

Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls Conformal Selective Acting: Anytime-Valid Risk Control for

Reference 49

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Pith citing papers

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