Paper Citation Record · LEDGER

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.04105.

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

pith.paper-citation-record.v1
2507.04105 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:00:41.282107Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

verified exact1
verified fuzzy15
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 911fb8ed-ccd3-4f0b-b21c-c088f60cad1f · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.723512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08a4d3df-0e51-4427-a794-c25f4fe157c8 · outbound

This paper cites Chunyan, W.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Chunyan, W

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.717905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 836a7204-fc9a-463e-9d54-eb54d5ee3efe · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.711998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4bfc3ba5-b8b6-4466-b56f-b86be6abd742 · outbound

This paper cites Vrohidis, C.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Vrohidis, C

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.706010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a2221db-6808-4fd9-806c-26ec179b5e3f · outbound

This paper cites Jadbabaie, J.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Jadbabaie, J

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:00:41.541357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 561427b6-220a-41ac-80e1-b816e9861ceb · outbound

This paper cites Ding, Consensus disturbance rejection with disturbance observers, IEEE Trans.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Ding, Consensus disturbance rejection with disturbance observers, IEEE Trans

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.700021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5152979d-a168-4e52-bbc1-10de4f7d0223 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.693518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c82c69b-dd35-426e-9875-b1bda79cffc3 · outbound

This paper cites Amirkhani, A.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Amirkhani, A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.687732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 31a169ac-d6e9-4937-8db2-76876b6dcf96 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:00:41.482658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 166f7f76-62af-45b8-9034-f57974958048 · outbound

This paper cites Wei, B.-B.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Wei, B.-B

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:00:41.411142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fd79ffc-a8f2-426c-ab72-c451e40992ad · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.681542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da600788-21d2-4d23-bc72-6e937c2e8a1b · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.675981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e840d70e-5ab0-4d6f-8873-12ddb1f75a50 · outbound

This paper cites Luettig, Y.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Luettig, Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.670005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 505eb00f-3846-444c-b3ef-5a36f583e56a · outbound

This paper cites Perez-Cerrolaza, J.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Perez-Cerrolaza, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.663650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e29e0d5d-6d54-43e8-9e2b-9b7cc33cd214 · outbound

This paper cites Jabbour, V.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Jabbour, V

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.657889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a1f78bcb-8763-4868-bc95-ff85a96de344 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.651951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b90205c-0537-44c0-86b1-1855341225e8 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.646203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cbd20c15-43aa-4819-9c6e-40995bc449eb · outbound

This paper cites Natarajan, E.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Natarajan, E

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.640164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 074402c7-d194-4676-8859-80dd494e14c1 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.634377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc69aac8-22b8-4b89-a8d7-59b543717a83 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.628610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0d8a6051-6fb2-43ef-854a-3be48f4a4485 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.622994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1032e0a5-494a-4edf-bf60-5ee96df15900 · outbound

This paper cites Hickling, N.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Hickling, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.616781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ef7ab61-5389-4ce8-82c8-caf2b85434f0 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.610889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e81ec3d0-d8e5-4cb8-a90f-32e9467621db · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 24

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:00:41.604600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2bb6e937-cab7-40bd-93fd-8846cb8ec93a · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.598240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fa32afa-929e-42f6-bd85-521963fd7ed4 · outbound

This paper cites Safeguarding Large Language Models: A Survey.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Safeguarding Large Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:00:41.256371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75363c74-3c6a-4024-b99d-762f81e0dac2 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.592372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89e67678-f176-45e6-b059-8393a7d97f2f · outbound

This paper cites Trust-Oriented Adaptive Guardrails for Large Language Models.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Trust-Oriented Adaptive Guardrails for Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T20:00:41.260585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124b8b5a-f234-41d2-8c78-315e041600c9 · outbound

This paper cites TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:00:41.317238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f26147a-9fa4-41bf-a074-fceb0371f15e · outbound

This paper cites Motwani, M.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Motwani, M

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.585984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1af02604-47d4-46c8-994e-b37401351e1d · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:00:41.579855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b907dc5-1c4c-448f-8fa3-6b6820d5f0a5 · outbound

This paper cites Kouvaros, A.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Kouvaros, A

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.573851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 74c6e43d-cef4-4008-88ef-7d1acb065e69 · outbound

This paper cites Hibbard, U.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Hibbard, U

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.567857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97718860-f1f8-4998-af14-d5439ef66ec9 · outbound

This paper cites Huang, M.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Huang, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.561695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc1f2034-d558-4a43-8829-518fc6c6aea2 · outbound

This paper cites an unresolved cited work.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T20:00:41.275071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862ea0e2-f385-4af9-97b8-59ce632ff436 · outbound

This paper cites Position: Towards a Responsible LLM-empowered Multi-Agent Systems.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Position: Towards a Responsible LLM-empowered Multi-Agent Systems

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:00:41.277146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1c479d4-fc1d-4c01-8760-d427646e4e48 · outbound

This paper cites Cohen, E.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Cohen, E

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.555150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2f6cdd53-0156-4140-98cd-0507d5a258e8 · outbound

This paper cites Neyman, E.

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing Neyman, E

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:00:41.547579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.