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Paper Citation Record · LEDGER

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2506.07399.

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

pith.paper-citation-record.v1
2506.07399 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:41:16.459420Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-09T19:26:55.734521Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:41:47.100353Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4b2815a-4465-497d-9398-cf178574a618 · outbound

This paper cites Murag: Multimodal retrieval-augmented generator for open question answering over images and text.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Murag: Multimodal retrieval-augmented generator for open question answering over images and text

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.960180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 579cb9e4-ea10-49c1-a19b-c15c6b2bd290 · outbound

This paper cites Universal vision- language dense retrieval: Learning a unified representation space for multi-modal retrieval.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Universal vision- language dense retrieval: Learning a unified representation space for multi-modal retrieval

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.949119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.288055Z digest=sha256:a62984a18f4c92e622255c37f33eaa72447268bf5cfe7be0840e0d26958a9523

Observation b6a49158-9c9e-474f-b5ed-113848273381 · outbound

This paper cites Retrieval-augmented multimodal language modeling.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Retrieval-augmented multimodal language modeling

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.937659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.292504Z digest=sha256:aa6bc82db2b9432d3e9376eba92055735f3ede2ac36c3fdc76bfd6e6ecc21bf9

Observation 13e46ba8-bdfe-4e22-aea4-0dc4a23c42a9 · outbound

This paper cites A Survey of Vision-Language Pre-Trained Models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems A Survey of Vision-Language Pre-Trained Models

Reference 4

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no resolver link, observed 2026-08-07T05:41:16.296555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.296555Z digest=sha256:58d6c02f94fbe9bd71156ca96e2643b7344b18da303aa373ea9c7968e441df58

Observation 85693dc5-3bc2-4e2d-bd8f-c2de504a0877 · outbound

This paper cites Vision-language models for vision tasks: A survey.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Vision-language models for vision tasks: A survey

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.927057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.300789Z digest=sha256:bf875e6c724838e6001b0783411f34332dd32aff938b6bdf496c61cc6f986372

Observation a82558ae-bf9f-46ab-a49f-a7795e71e698 · outbound

This paper cites In-context learning enables multimodal large language models to classify cancer pathology images.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems In-context learning enables multimodal large language models to classify cancer pathology images

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.915685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.304597Z digest=sha256:ceecf93ca2e775cc0a9296ca72783735bb4bbc45bfd2d59401ae9888dca6e2ce

Observation 52b9463f-2d93-4527-9745-3365a66c5cd1 · outbound

This paper cites Mmed-rag: Versatile multimodal rag system for medical vision language models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Mmed-rag: Versatile multimodal rag system for medical vision language models

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.904318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.308705Z digest=sha256:75dc46b40e76cdc226b1384971f0683debcb365fa2cc0f448275aaf57b2ecf4b

Observation e658a3f7-1241-4186-a596-e1cbf66a310a · outbound

This paper cites Rule: Reliable multimodal rag for factuality in medical vision language models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Rule: Reliable multimodal rag for factuality in medical vision language models

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.893220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.312223Z digest=sha256:82a882037536def0986d80cff6cddadf1579e2e243b86b5435315dcdc1d517b8

Observation bafa7270-0e8a-4cc4-8bf2-b8f2f0a4c7b5 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.315764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.315764Z digest=sha256:433c14fdf329eac81a4ac2c17f39e3ddce186af722258e86eac8123757658075

Observation 32fa6e92-8d2b-4536-8c56-9f6b3a82dba7 · outbound

This paper cites Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Reference 10

Resolution
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no resolver link, observed 2026-08-07T05:41:16.319360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.319360Z digest=sha256:de7c524259b31b9ab5c5c1b482c8e1af5bda585cc93c11637935810ef0091352

Observation 6c2b3161-9b25-443a-940b-801145aca0ab · outbound

This paper cites The good and the bad: Exploring privacy issues in retrieval- augmented generation (rag).

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems The good and the bad: Exploring privacy issues in retrieval- augmented generation (rag)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.875736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.323637Z digest=sha256:21615c2adb8a9963b5e77957c35df7a0defaf7f8ba0a27205b5e01994a3d131b

Observation f569b53c-d8e1-4b2b-91d1-93436cd3ec64 · outbound

This paper cites Membership inference attacks against machine learning models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Membership inference attacks against machine learning models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.327324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.327324Z digest=sha256:1d1cb7698504ac845c1f1e10f8a04aeb61eba9afb261cea265d9547e60232dd4

Observation 247367ed-357a-4cba-8dce-aa72d9434c3e · outbound

This paper cites Demystifying mem- bership inference attacks in machine learning as a service.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Demystifying mem- bership inference attacks in machine learning as a service

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.857805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.330803Z digest=sha256:4d99d99597899ae226b39b78e16a9ae6e280159ed4269810b9510be8d80129b1

Observation 6676c883-1c3d-48c3-aba3-b5ab16764039 · outbound

This paper cites Membership inference attacks on machine learning: A survey.ACM Computing Surveys (CSUR), 54(11s):1–37, 2022.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Membership inference attacks on machine learning: A survey.ACM Computing Surveys (CSUR), 54(11s):1–37, 2022

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.846081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.334242Z digest=sha256:a4e84538d862c069d968dd1630e079700044370bd943cec1dbd2368741f79929

Observation 28b078c1-7835-480b-992c-94f7c0188c0e · outbound

This paper cites Membership inference attacks from first principles.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Membership inference attacks from first principles

Reference 15

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no resolver link, observed 2026-08-07T05:41:16.338013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.338013Z digest=sha256:7950a1f567b2c92a78473c693926f14e5b080ed20b6550badc38e627c94d6816

Observation 2d117fb8-c330-47a8-9311-d276d65a66b2 · outbound

This paper cites Label- only membership inference attacks.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Label- only membership inference attacks

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.828099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.341704Z digest=sha256:be0edc607bacaf51515b2982bf90aee4cef75f5ffd59bd69d7c79fdecb76058c

Observation dc2aadbe-c2ae-450c-bb23-b759918cb7b9 · outbound

This paper cites Membership inference attack on graph neural networks.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Membership inference attack on graph neural networks

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.815834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.345364Z digest=sha256:15a230f8e56dfac8034522d59de5aeed359dfaf49d311d75e66c174f9a01d7f6

Observation f8078718-1949-449a-9c71-7c316d50c905 · outbound

This paper cites Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation

Reference 18

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no resolver link, observed 2026-08-07T05:41:16.348803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.348803Z digest=sha256:7c50bb5ba1879bae09f133937718efd1b1946e7666af21829437925c94566fa2

Observation 2060775a-c452-41ae-97bc-850c1007bc63 · outbound

This paper cites Generating is believing: Membership inference attacks against retrieval-augmented generation.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Generating is believing: Membership inference attacks against retrieval-augmented generation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.803549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.352727Z digest=sha256:a985080f1095d49baaf7ce5530c26dd001943617b201aee25d78ccbdcce6f3e4

Observation 0eab97cd-7987-4d70-ac6c-64f8561d3806 · outbound

This paper cites Mask-based membership inference attacks for retrieval-augmented generation.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Mask-based membership inference attacks for retrieval-augmented generation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.792093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.356173Z digest=sha256:e5701d8012b1a0f655858236ca130f5ec2a75ea7dea9ccbed4db18512609d2e4

Observation 3b5c77f9-5892-4d98-805d-b4b39bfd87b3 · outbound

This paper cites Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation

Reference 21

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no resolver link, observed 2026-08-07T05:41:16.359751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.359751Z digest=sha256:4e19e0d5db5d0a936d908913c5302ca8e0bca60e412187078e463fa71078688f

Observation 40114511-7377-4b24-b12f-ac04edbd3cba · outbound

This paper cites Transformers in vision: A survey.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Transformers in vision: A survey

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.780666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.363869Z digest=sha256:10207a5c775c29204bcdfe912d84d8737f2caad9c455681aae46ab7767ba9078

Observation 819e72d1-e60d-4284-9479-c142feb48daf · outbound

This paper cites An empirical study of training end-to-end vision-and-language transformers.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems An empirical study of training end-to-end vision-and-language transformers

Reference 23

Resolution
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raw_fallback, observed 2026-08-07T05:41:16.769871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.367484Z digest=sha256:0cf4f60bedbd55a150859277211fec6a51d99fced2d3423124985dac2749ad7d

Observation 517307f6-7cb6-4b5e-93b5-ad6059fa7375 · outbound

This paper cites Vision+ language applications: A survey.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Vision+ language applications: A survey

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.758534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.371013Z digest=sha256:de255a2619c3b99111b7fe1700e15e8f7a8be9f31ff055312795e901e6554b66

Observation 8a401013-9e21-46df-90cf-c3b64df14d37 · outbound

This paper cites Segment anything.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Segment anything

Reference 25

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no resolver link, observed 2026-08-07T05:41:16.374405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.374405Z digest=sha256:47d427dd305c49e89110e194516b92f640b4b9733560721bf0b2bd433f0c597b

Observation 3a6f1b9d-5995-4af7-9323-15bb8083a787 · outbound

This paper cites Learning transferable visual models from natural language supervision.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Learning transferable visual models from natural language supervision

Reference 26

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no resolver link, observed 2026-08-07T05:41:16.377858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.377858Z digest=sha256:56a7bec82df4ec83d91635031af4d73f76f67a5b59b35a6bdeddc6beb914e948

Observation d0030a6b-3fb4-474e-bfae-29bce24bcd96 · outbound

This paper cites Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks

Reference 27

Resolution
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no resolver link, observed 2026-08-07T05:41:16.381129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.381129Z digest=sha256:42d57c954b392222f38711afb4dc488d01fa6eee3dbd1f37754ea77e64cf597f

Observation 7674bb19-03f5-43af-be4a-706a57043742 · outbound

This paper cites Blip: Bootstrapping language- image pre-training for unified vision-language understanding and generation.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Blip: Bootstrapping language- image pre-training for unified vision-language understanding and generation

Reference 28

Resolution
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no resolver link, observed 2026-08-07T05:41:16.384868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.384868Z digest=sha256:9bd07e331cf2c78369503e0829c6d547dfcfc23cf30fbab8d06cc8674275ed28

Observation 1cc2457d-3ff8-49e3-9347-fea12dcc9416 · outbound

This paper cites Colpali: Efficient document retrieval with vision language models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Colpali: Efficient document retrieval with vision language models

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.719713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.388490Z digest=sha256:76eb7be5ac876844d54952593566a8b7c7e3a397401cb4ef8d06d04e2c17886b

Observation e6f7a65c-a724-4135-9cfc-c85afdc10de4 · outbound

This paper cites M 4I: Multi-modal models membership inference.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems M 4I: Multi-modal models membership inference

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.708015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.392014Z digest=sha256:139490dbb090394c1329e79587bf206371c4924cd624aa96a79f4ff25ec387c9

Observation 6c6b3bc9-35a8-4811-a0c7-228c48cfbbec · outbound

This paper cites Practical membership inference attacks against large-scale multi-modal models: A pilot study.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Practical membership inference attacks against large-scale multi-modal models: A pilot study

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.695725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.395545Z digest=sha256:a1daad4115bdddb4fe328987c66bad3a427a67884c2c1a61199f2ac7a4536600

Observation af0f77a8-62b7-410f-8c71-353c841ec18a · outbound

This paper cites Membership inference attacks against large vision-language models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Membership inference attacks against large vision-language models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.683767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.399568Z digest=sha256:8edbeb23125d33909dab7b9149a0b3f0cba5dd6f39c96a6ef22ae74ebcd222b6

Observation 339e4907-db40-42f5-b6f7-228fb40d6ae9 · outbound

This paper cites LUMIA: Linear probing for Unimodal and MultiModal Membership Inference Attacks leveraging internal LLM states.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems LUMIA: Linear probing for Unimodal and MultiModal Membership Inference Attacks leveraging internal LLM states

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:41:16.544908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.403262Z digest=sha256:09ffe98b11634bc3af64afc8b2d13c4293015f8b8022ad20144b942d89bd951e

Observation c0e74d3e-ed9b-4fce-93b8-4b8a8c48cf29 · outbound

This paper cites Microsoft coco: Common objects in context.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Microsoft coco: Common objects in context

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.407240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 34e1ff4f-5c12-4ad0-a965-1aae65fc9f4e · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.666799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation daa72a66-6a7b-4486-8a0c-cc01190296a0 · outbound

This paper cites GPT-4o System Card.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems GPT-4o System Card

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.415006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.415006Z digest=sha256:9ded921ab7433f191fa2e40a74a31f987afb6bdc1706c6310f7a8d916e0aac64

Observation e9621a9e-87cd-4820-868a-473f2be182cb · outbound

This paper cites Gemini 2.0: Flash, flash-lite and pro, February 2025.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Gemini 2.0: Flash, flash-lite and pro, February 2025

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.654718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5e84d686-dfc4-42a7-bc28-5ad8f77c783c · outbound

This paper cites Introducing claude 3.5 sonnet, June 2024.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Introducing claude 3.5 sonnet, June 2024

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.642809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.422595Z digest=sha256:2dfb16a838e43ff7d93994ab601c79c1c9447694b72a55bfe2276d8f8170feba

Observation fa5953ad-4dd0-4dd0-b57b-17b83d730258 · outbound

This paper cites Chatglm: A family of large language models from glm-130b to glm-4 all tools, 2024.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Chatglm: A family of large language models from glm-130b to glm-4 all tools, 2024

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.426384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.426384Z digest=sha256:7e193b17fe97dadb2000eaec67c60dc7a84301b2ac4fcf3682eb472d5ee91b7a

Observation fabd6472-bf4c-46e8-a226-3f253c37c517 · outbound

This paper cites Qwen2.5-VL Technical Report.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Qwen2.5-VL Technical Report

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.430135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.430135Z digest=sha256:3ed9a37451e31d572366a754c71126c13ec584bd9378cc814098a4443ff542cb

Observation 034e6582-146d-4a68-8713-50e6b6e58e8d · outbound

This paper cites Pixtral 12B.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Pixtral 12B

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.434605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.434605Z digest=sha256:e6f3f5af9844f8b66a8b70c5471e3a2959250b769412cde3d60fd75bce603c76

Observation 397a290d-f4f2-4b0e-a5f2-6848968ef000 · outbound

This paper cites Kimi chat, 2024.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Kimi chat, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.624718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.438815Z digest=sha256:2c5226a6ad3c3010de48929f840c40c9d7a7c5510f96d90f7742e1f718ceaa5a

Observation aeec34df-7491-4ad2-83be-91e163cef2c5 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.442699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.442699Z digest=sha256:ecc37de0d8ffccd5f101c2c43333728faa29fceafbfc9014f1a03dede2fd5458

Observation 0e352e91-9826-48b8-956c-d1aac3abb518 · outbound

This paper cites Detecting pretraining data from large language models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Detecting pretraining data from large language models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.613367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.447162Z digest=sha256:c6a84e5d3e33075d4ef514fd66a277a285d10fe0de1c4b65a69e34031d3db500

Observation 54e7395b-2eba-4243-8bec-cb458cf5e60b · outbound

This paper cites Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.451624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.451624Z digest=sha256:a91dfc0e654514377cd04cdf6a77446f7008dd4c29f17be3657d7c4c70970631

Observation 923afd45-b3c0-45bb-8eaf-a9a0d8414b82 · outbound

This paper cites You only look once: Unified, real-time object detection.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems You only look once: Unified, real-time object detection

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:16.455737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:41:16.455737Z digest=sha256:3289260f4fcb33d2bab95c061ae5e28cc3008ff844942be05e7a41cc5dd84415

Observation 9a6b6dbc-00b2-4c33-8d79-cf57920ddb24 · outbound

This paper cites The image shows\.

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems The image shows\

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:41:16.595412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:41:16.459420Z digest=sha256:175c7e52ef52df2c408964deaf7cd853b2ce6be94cfc84abdecd5b2e0485fc7a

Pith citing papers

Observation 0eb5b435-c5ca-4bd4-b7d8-cde16c0803c2 · inbound

E-MIA: Exam-Style Black-Box Membership Inference Attacks against RAG Systems cites this paper.

E-MIA: Exam-Style Black-Box Membership Inference Attacks against RAG Systems MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:41:47.185281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-09T19:26:55.734521Z digest=sha256:3ff9c436b2c404461f8fbe639606cf06972d792d732727d3747613cf3080028b