Paper Citation Record · LEDGER

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors

As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2606.17815.

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

pith.paper-citation-record.v1
2606.17815 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T00:22:10.565923Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8534b403-ce3c-4289-a722-14b35571cf4b · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T21:38:58.351417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f5671ad-7ad3-4380-9b44-d9f33a75584c · outbound

This paper cites InPro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 19113–19122.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors InPro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 19113–19122

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6a6eed-aff6-41b0-8b8a-fa9661c76362 · outbound

This paper cites Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, and Ee-Chien Chang.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, and Ee-Chien Chang

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d9127b4-7739-4e85-b894-b2b758ada6c1 · outbound

This paper cites InResearch in Attacks, Intrusions, and Defenses, pages 273–294.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors InResearch in Attacks, Intrusions, and Defenses, pages 273–294

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5824a0e1-03c2-4398-afcd-6ae6e6196b0d · outbound

This paper cites Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:38:58.354099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 02ea5274-9c52-4069-b39a-001f9374ad30 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54940f25-f0da-4560-b35c-3ec945da86e0 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e375cd60-f437-4d64-bf09-eb4d05be8498 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da5b022-4aa6-48dd-89a3-8115c363e4d1 · outbound

This paper cites This is a seman- tic non-applicability decision, not a low exposure value.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors This is a seman- tic non-applicability decision, not a low exposure value

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc5d408-e791-4c35-9ff2-5173a621f271 · outbound

This paper cites The branch-swap probe in Appendix E is especially useful for Liang-BADCLIP, because it distinguishes a multimodal training recipe from the effective deployment footprint.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors The branch-swap probe in Appendix E is especially useful for Liang-BADCLIP, because it distinguishes a multimodal training recipe from the effective deployment footprint

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4ef8a7-1351-4e53-bba9-e3e9be880f24 · outbound

This paper cites Ap- pendix F gives the favorable sweep used to test this boundary.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Ap- pendix F gives the favorable sweep used to test this boundary

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66da4ff1-f8ec-40d9-b4a5-e0abbecd7bef · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262cc6c5-d475-4151-886f-5825be6efc81 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3691368a-16bc-4ade-b333-33ab822675ab · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c27ba1f-1cc5-4dfe-96c6-5ca00ebfed8f · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fec233d-140e-40e2-884c-a60836c4c362 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2acb29-591d-4265-8740-e9702975431e · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b67fb81-7bd5-4632-aebb-1e2329960575 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9703c782-f51e-4357-b24b-e8e9bb759b84 · outbound

This paper cites an unresolved cited work.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43716db-f4e3-4ebe-91d1-eacbc73b3502 · outbound

This paper cites The thresholds are conservative sanity checks rather than tuned hyperparameters.

Beyond Native Success: Auditing Deployment-Interface Exposure of CLIP Backdoors The thresholds are conservative sanity checks rather than tuned hyperparameters

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-06-27T00:22:10.565923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.