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Paper Citation Record · LEDGER

Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2103.10480.

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

pith.paper-citation-record.v1
2103.10480 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:58:57.485048Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:42:33.982628Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9ff88ea8-82ce-4d91-a02c-06b4cd04a62b · inbound

`Do as I say not as I do': A Semi-Automated Approach for Jailbreak Prompt Attack against Multimodal LLMs cites this paper.

`Do as I say not as I do': A Semi-Automated Approach for Jailbreak Prompt Attack against Multimodal LLMs Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T17:58:57.485048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:58:57.485048Z digest=sha256:8e5208419c9d72107410e9fc82d16f758d8dcfaf2c33b2910f73406607332e0a

Observation 53604edd-50e0-4f8d-962b-bd890c6a7480 · inbound

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety cites this paper.

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

Reference 220

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:42:33.986043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-23T04:39:04.591722Z digest=sha256:1f659993395feae0a0ce3ebc1e0c0db22b77a61d0e75b2f0b1ac11d02edba72b

Observation 0f52e4de-a15b-4355-8b89-555f983d3d63 · inbound

Typographic Attacks in a Multi-Image Setting cites this paper.

Typographic Attacks in a Multi-Image Setting Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T10:08:11.469039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T10:08:11.469039Z digest=sha256:cdc07d32250a63e8faafc8818b5227baa360cd28e16188a2194d2bb082421f5e

Observation cca0f566-c49a-43eb-9a85-eafc77709927 · inbound

Attacking Attention of Foundation Models Disrupts Downstream Tasks cites this paper.

Attacking Attention of Foundation Models Disrupts Downstream Tasks Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:09:08.838443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:09:08.838443Z digest=sha256:21ec7044f15f93ada96071625f6c662c19b9bfc47235a54aec78191137a07bcf

Observation 9dfa01e3-937b-4eda-93cc-9c243cc4e1fc · inbound

Contrastive Spectral Rectification: Test-Time Defense towards Zero-shot Adversarial Robustness of CLIP cites this paper.

Contrastive Spectral Rectification: Test-Time Defense towards Zero-shot Adversarial Robustness of CLIP Reading Isn't Believing: Adversarial Attacks On Multi-Modal Neurons

Reference 2008

Resolution
unresolved
no resolver link, observed 2026-08-03T07:47:37.568234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:47:37.568234Z digest=sha256:2285a28f6551cd76958d6d5152c76bf7c32754fcd6fc43ed2fb1beb4f4bbc1e6