Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T12:11:03.617936Z
Paper Citation Record · LEDGER
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment
As of 12 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2502.02438.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
45 of 45 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved30
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation da774466-a367-4802-860d-ae2b3a180a52 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.353902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 251e510d-85dd-464a-a50f-e14f0705edee · outbound
This paper cites VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.402663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7ace846-19e3-42f2-9939-c13ed4b73d6e · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.337423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d18c7ea9-fca3-49e8-aa8c-651134a3f6b4 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.321444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 79077809-c002-4b41-9b00-bd8cb7ae0a3a · outbound
This paper cites A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.419216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a00d8932-f1ed-426e-8225-0573e8b28e1e · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.302644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 577ae463-56ca-409d-9489-36644d3bd482 · outbound
This paper cites D.; Rosenman, M.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment D.; Rosenman, M
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.284738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 32b3d463-4af3-4ca0-9c4b-2dc1586b213d · outbound
This paper cites Data-Free Adversarial Distillation.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Data-Free Adversarial Distillation
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.434455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0558eec0-2491-4023-8687-e8c23feb2d64 · outbound
This paper cites J.; Shlens, J.; and Szegedy, C.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment J.; Shlens, J.; and Szegedy, C
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.267897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 42cf36d4-d435-4243-8148-e057567eb084 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.252450Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 624dd298-9cd1-4e9c-8c5a-d51fef1fa002 · outbound
This paper cites Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.449955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6baf8e5f-13e2-4a07-8b9c-48745d970784 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.237510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ec89868e-96bf-4980-804b-281914107c3e · outbound
This paper cites Q.; Duong, D.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Q.; Duong, D
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.222470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6bb38569-96cf-4b08-949a-b8d4e7d9288b · outbound
This paper cites H.; Lauber, M.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment H.; Lauber, M
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.207794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3bf00660-2ce5-403c-8dd0-70a6a861de48 · outbound
This paper cites E.; Pollard, T.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment E.; Pollard, T
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.192949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a3d8dcfc-032b-4232-99a9-c978eb064f32 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.176742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 56a1b9d2-36e1-4a3a-85ed-7e56da464b82 · outbound
This paper cites S.; Parikh, A.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment S.; Parikh, A
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.160921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 345ba76c-d433-4799-bf3c-ea1414752a8c · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.145963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7556aa15-868b-4d23-b2e4-6fb665dd9d3e · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.130926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fc485d2a-f321-49eb-98a9-516904dd8622 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.115528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ffa42858-691d-4852-9067-4717107a2b0c · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.099645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3a2b7af0-7645-4f97-b169-045b19d43f27 · outbound
This paper cites E.; Pham, P.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment E.; Pham, P
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.084811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ede3b8b9-e6ff-48e6-8414-b5aa31e64869 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.067966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba55df02-d0c8-4ee3-90a5-67b2dd6f7c47 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.052197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d83dbc63-47be-4ddf-a276-b2c1174ed17f · outbound
This paper cites P.; and Rajpurkar, P.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment P.; and Rajpurkar, P
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.037207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 761071d3-9b28-4375-bfb1-e7e3b9b4b401 · outbound
This paper cites J.; Augustin, M.; Schiele, B.; and Fritz, M.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment J.; Augustin, M.; Schiele, B.; and Fritz, M
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:04.021812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6d19df1c-00ec-4991-a876-0dc5e19fff65 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:04.006762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 785dcdf4-ca99-4c4d-8350-d8945649b036 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.991716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 34a83261-89cd-43a9-b4ce-bc45bc6b7bfd · outbound
This paper cites RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.538315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4f3d580-b543-4fd9-b836-5d27b539a1fd · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.976384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f81484bc-b2ae-4b13-82df-5b241e36a808 · outbound
This paper cites K.; and Ren, H.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment K.; and Ren, H
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.960151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e0443a83-58b4-44bf-b2c8-de4db2affbc7 · outbound
This paper cites Y.; and Lungren, M.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Y.; and Lungren, M
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.943998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9b4b7c65-aceb-4b2c-87df-5170da57a70d · outbound
This paper cites K.; and Ristenpart, T.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment K.; and Ristenpart, T
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.928904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 031e632c-f9d7-47d1-8bf3-6dbef95a1d52 · outbound
This paper cites J.; and Papernot, N.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment J.; and Papernot, N
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.913524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3f8964c8-ea97-4ec9-9031-c56af9bbbcd4 · outbound
This paper cites Zephyr: Direct Distillation of LM Alignment.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Zephyr: Direct Distillation of LM Alignment
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.567581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1081c04a-87ca-452b-9b64-d04b86cd1680 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.897490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6468fbc6-5a93-4d35-931b-dc5d9512f916 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.879931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 94e3b804-f9cb-493f-861d-82fe86f1e9f7 · outbound
This paper cites L.; Navab, N.; Srivastav, V.; and Padoy, N.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment L.; Navab, N.; Srivastav, V.; and Padoy, N
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.864027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 51554dc8-5ad2-4d24-a7c2-a4d91a5dbb92 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.847903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 19dc2d67-e81f-4de0-8b4e-80ddff9f0df0 · outbound
This paper cites Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.592824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e39c644-3705-4c5a-af63-60daf31fed41 · outbound
This paper cites BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.597847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51772dd7-fa3a-4e24-935f-f81e23b56eaf · outbound
This paper cites Q.; and Artzi, Y.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Q.; and Artzi, Y
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T12:11:03.832394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4c07c22e-97b1-4e06-9489-c0fa323e4652 · outbound
This paper cites an unresolved cited work.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T12:11:03.814069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 732f306e-c7c5-4ee3-bd88-6044829c8648 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment , " * write output.state after.block = add.period write newline
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.612656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e506a141-61f8-409e-8db7-5c966e343e6d · outbound
This paper cites write newline.
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment write newline
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:11:03.617936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.