Paper Citation Record · LEDGER

Rethinking Model Ensemble in Transfer-based Adversarial Attacks

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2303.09105.

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

pith.paper-citation-record.v1
2303.09105 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:35:50.302743Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:09:54.638496Z

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 cf1d090e-49ae-4a2f-8ac1-d4e618751a4b · inbound

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment cites this paper.

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.302743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f7c900c-f570-4fee-b492-370d6ddb931e · inbound

Mitigating Object Hallucination via Robust Local Perception Search cites this paper.

Mitigating Object Hallucination via Robust Local Perception Search Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T05:53:58.107604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374ca2f5-6d26-4888-8e98-77232928df81 · inbound

Disrupting Semantic and Abstract Features for Better Adversarial Transferability cites this paper.

Disrupting Semantic and Abstract Features for Better Adversarial Transferability Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:25:20.436277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 847fbeec-a74e-4a1b-bdb2-cd6650a62703 · inbound

ActionSink: Toward Precise Robot Manipulation with Dynamic Integration of Action Flow cites this paper.

ActionSink: Toward Precise Robot Manipulation with Dynamic Integration of Action Flow Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T04:38:46.218699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff24cba-fc9a-4c61-826c-32e5a986d183 · inbound

Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models cites this paper.

Blockchain Network Analysis using Quantum Inspired Graph Neural Networks & Ensemble Models Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T21:22:36.628175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e784ff9-76c6-402a-ae2f-3987b3c4e40e · inbound

MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models cites this paper.

MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-07-02T18:57:16.809500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 513c326c-047f-426f-9205-940ed892a3a2 · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:54.639962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 445ba3e7-8fbb-4593-9639-7d7a4d47364c · inbound

MIRAGE: Protecting against Malicious Image Editing via False Moderation cites this paper.

MIRAGE: Protecting against Malicious Image Editing via False Moderation Rethinking Model Ensemble in Transfer-based Adversarial Attacks

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:13:53.545492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.