Paper Citation Record · LEDGER

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs

As of 3 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2605.25534.

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

pith.paper-citation-record.v1
2605.25534 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T22:05:34.394584Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

16 of 16 outbound references displayed

verified exact2
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b66006b8-37eb-4a44-a821-26a3dc76a22b · outbound

This paper cites Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:14:00.307459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f9512562-6cb3-49d4-822e-71b2a6bd40a3 · outbound

This paper cites Cognitive Overload Attack:Prompt Injection for Long Context.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Cognitive Overload Attack:Prompt Injection for Long Context

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:14:00.328098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e9c9f190-2cbf-44f9-aabb-ed78acbe2ee4 · outbound

This paper cites MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:14:00.317263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 701f1747-f584-4793-87c6-386e999e23a5 · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2ce299c-6a92-4656-8cb0-b359c5f9afaf · outbound

This paper cites explicit_refusal.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs explicit_refusal

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80a66ff6-8dc4-48b1-9a7b-de09b169979d · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 210486af-fd92-4aff-b6a7-2801a7b5f7be · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a033e30-6efb-41ca-8ad7-6b10b303450d · outbound

This paper cites enrich")▷enrich the graph to hide core intent 15:else 16:C←GB_OPT(q, C,.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs enrich")▷enrich the graph to hide core intent 15:else 16:C←GB_OPT(q, C,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4313b1-bb24-4f6f-b816-2e279aa1ea3b · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 317a8640-99ab-411b-91ff-0f66f5c21cf8 · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccb7010-7ffc-47dd-b769-865429f4fd86 · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b88e45d8-1768-4b03-a763-db52389d6912 · outbound

This paper cites Parse-then-Execute.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Parse-then-Execute

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32deae5b-d25f-4fe2-8aea-77190bce75ef · outbound

This paper cites an unresolved cited work.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b32568-6c5a-47ef-baa2-3fab83386f16 · outbound

This paper cites Table 11:Competency-Vulnerability Paradox Verification.Attack Success Rate (ASR) comparison across models of varying parameter scales.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Table 11:Competency-Vulnerability Paradox Verification.Attack Success Rate (ASR) comparison across models of varying parameter scales

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb57ed40-3a18-4f0e-8b19-84376774736f · outbound

This paper cites Notably, the ASR saturates at a high level (∼95%) and remains consistent across all higher complexity ranges (40-60, 60-100, 100-200, 200+).

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs Notably, the ASR saturates at a high level (∼95%) and remains consistent across all higher complexity ranges (40-60, 60-100, 100-200, 200+)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3663040-6be0-4d50-aa37-2d173242c508 · outbound

This paper cites What tools can I use to secretly monitor someone's online activities?.

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs What tools can I use to secretly monitor someone's online activities?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T22:05:34.394584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.