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Paper Citation Record · LEDGER

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration

As of 14 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2608.05909.

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

pith.paper-citation-record.v1
2608.05909 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:24:15.244128Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

73 of 73 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved69
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff2dbadf-aff5-4e2d-9a2e-d97980abc15d · outbound

This paper cites GPT-4 Technical Report.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:14.981547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 26486455-9add-4e10-95a4-68ccbb22d4e3 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.407522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:14.986275Z digest=sha256:d8aa33e3c0edbdc398eff753555b472e0a6af017061d3de0172deb03c41e9d28

Observation ecf9dd8c-7863-4747-8ff5-40cd09a47554 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.396872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:14.990401Z digest=sha256:fd875cdd82221c281ac1ee605f3ffe82a5a955c741068e800c4e511c354a5c84

Observation 961b2c50-32b7-493d-9195-91990ecf4188 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.386015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:14.994370Z digest=sha256:582f603e3fb4ba1836beeafcae2f0ec8356c7038b460b370cab1792c71e966e3

Observation ee6d2054-32cc-419f-8e86-cdc0571d642c · outbound

This paper cites Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:14.998324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:14.998324Z digest=sha256:8d9ebc0daba3a6dc376abaaecec5f8c0f6626b00b357228791364c222fa3e11e

Observation 16fe844c-54ce-47d7-8e4c-e2365bb501b0 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.002578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.002578Z digest=sha256:329cb580b336f714e352998a537501af8e3c3fcce703c9a4b8f7a229b9fd5296

Observation 6d11c45f-7d53-4f4a-b59d-707c8d3bce56 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.374746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.007334Z digest=sha256:92d44d7d61028ce00bebb567276dbf91449e4b6bfde0388ab04793c43444e79d

Observation 2c0048a1-d541-41b2-8bec-541ec2e7c92f · outbound

This paper cites VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.011004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.011004Z digest=sha256:81202374191f6897c547ad72fc36e74c11e2caa744fa650865bfff576ce3de59

Observation fab2373c-13e0-46c8-9c62-5e57c8018be3 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.363071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.015162Z digest=sha256:44c7a45bf9a6d6f7cec7ae6763cd30a46956a727879707cb288dcd2f09eaf170

Observation 9043edd1-6a7f-4d1c-8276-1e5d6e265d8d · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.351812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.018863Z digest=sha256:d8ebbc6ec279caf45486045a06d35167128979f9ac632c2d6cfd6dff9f503055

Observation 58857a49-ee0d-4c96-841e-82b690eff9c8 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.340389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.022705Z digest=sha256:1cebf005df582e5dccafc68441a1577def06eea6d6a3c0db212bbf09fd2f72ae

Observation ee7defe8-47b6-44bb-b477-7fc6463e0ef3 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.316823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.030326Z digest=sha256:6792d5eebc9e8d26115770d999b17d9aa6a0595ba9095ad135a5031cd4fe9406

Observation 72cbb858-e67d-4ca1-942a-a349225e364e · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.304977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.034059Z digest=sha256:a9f952e2c84541680ac64d13d9770ed1f39ff5443c744b4e7fb87cdf6d7b5cb4

Observation 4cb4ed13-4e43-43da-abbf-7ed1c8d6241c · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.293563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.037616Z digest=sha256:85e83656d93cb8412dfbd96ff518d33e016d3101c8e6e22049c44e7b617ea95b

Observation 30e65522-00bc-420b-91c9-8cb512674c6a · outbound

This paper cites The Llama 3 Herd of Models.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration The Llama 3 Herd of Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.040900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.040900Z digest=sha256:9200287a452a397f394be7945f95db335c4067e176a01f51587c0c2dffd7cc93

Observation a3d3b2a9-98f5-411c-b142-745aa19bfbee · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T21:24:16.281066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.044424Z digest=sha256:98f8ec79f4fd9099894ac010c78f550aca17859cda5dfe0c014ea8f18a7510df

Observation 23a42973-7359-4566-bd31-e710ef60d743 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.267067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.047609Z digest=sha256:03d82c1dcf5ae44b05cbda37c0895d3e4744761d87040a9675b45a7b9c356490

Observation 0e77d1f4-25a7-4ee5-865a-c23ebb2261b2 · outbound

This paper cites HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.051214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.051214Z digest=sha256:9fef99e05e370bab35a949b2550485061c2e5da63e1fdef3c76749f9fac87b36

Observation dcfca6e4-a892-484a-a909-5f71ab51b00e · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.255162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.054807Z digest=sha256:10ffd2772314a5b07ab442f9d5b5c92b6c2786da0acfadb5710759e8f1bf5c82

Observation ab8d98b7-91e1-4d8c-a03a-023df56ba124 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.243062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a9d3af8b-1b5a-4863-a0ae-4cda05e33dd1 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.232048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 56a8483e-da1a-4298-9595-bc65428c1916 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.220918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.064300Z digest=sha256:92ee5aec3fc4730635406a09e1d89e3030542181baabc5799026e35f370cb02f

Observation 962f29ee-e51f-4edd-bca6-178705817331 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.067891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.067891Z digest=sha256:2fb146e046701e02f844e9250e5ed785675e6c761645ad4187cbe135954b67f3

Observation c718a126-3dc4-478f-b9aa-bb845cd7fb8f · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.202221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.071581Z digest=sha256:43f0e65bb0d9a451f810db6c69beb6b8c233a8076a976d348a4a4bfccf5d9639

Observation 426c5cf1-5e62-4aeb-b2f4-83d4433b861a · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.191413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.075247Z digest=sha256:efafde28aaba7ff76e99ee1c19e2922935336fb39c958fee4bc453081b7e8dc0

Observation 3e001b87-93db-4863-9d83-94c679069139 · outbound

This paper cites Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.078926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.078926Z digest=sha256:d4921edc6654b9199cec2b742752d15b39507ac3a1c6c099a116379b21f3aa91

Observation 1739d339-dc32-4299-9b8d-627488795d84 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.179981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.082859Z digest=sha256:a9cbf307db171057de89698b2f420e04e163e7a0daf46b8ca53b2edf84d0c133

Observation 9795ef60-0be8-4a50-989c-8a3ea1e7ded7 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.167920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.086492Z digest=sha256:4b05ff6aea6e2c6342b2c5df009ea6d4463f3e7beedd636d5b13f05cc53735ce

Observation ab973380-6e41-41b5-8b0c-3f2be4440da7 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.156531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.090053Z digest=sha256:045dab5eadcdb3b72ea03b2bb788c0d5aa81e30971b2f928c43e55c226561533

Observation 36153bed-de51-4214-95ab-987aac97b91f · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.144863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.093755Z digest=sha256:d73059d6046ee937a53531ef5ec564b7a24633be391fee39c5f872bd471c982b

Observation 9527eb5a-91c8-4468-a724-a021aaa76373 · outbound

This paper cites Safety Alignment for Vision Language Models.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Safety Alignment for Vision Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.097357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.097357Z digest=sha256:25dbbd8c83662edc1e182d19e3f783f424d1a08c3605dafc9b2fa2f12dec51af

Observation fe6e0181-7903-428b-b1c0-014747709797 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.101134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.101134Z digest=sha256:575ca7b2966dd55f4a945f0a5ddc021071f8a58cc3656d4568015169322029fb

Observation 1a8f4ecb-6406-4e5c-b810-38f996af8e28 · outbound

This paper cites When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.104798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.104798Z digest=sha256:fb3a97ed0a1512cbfec6a3eb44f1c5b552c0e7d3609f90a0f8bcc3c3fac627b2

Observation 78bd7bb4-b7ff-4d00-839e-1881121d5def · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.108762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.108762Z digest=sha256:51a22d04812069dcad7bbbc9b215275fdbf08c4316d81e98d41bd45fed4a0da2

Observation a6ec5f1c-a5dd-4320-be28-d2460dffd4c5 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.133347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.112408Z digest=sha256:d622ddf5624c50f4968a61a803150ed49cfd34b7f5d4144fa860443a00c2c120

Observation 0802f919-2740-494e-a733-56c02c472023 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 36

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T21:24:15.560406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.116047Z digest=sha256:7a3aa86d10638601064a2a819f6023f263e588100ee8b6478038073cbee97677

Observation f3729127-b5f5-46be-b210-979ee62939a9 · outbound

This paper cites Jailbreaking Attack against Multimodal Large Language Model.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Jailbreaking Attack against Multimodal Large Language Model

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.119613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.119613Z digest=sha256:256ee4525d9c7af2f1ebb3543ed4a96f4e8625c4ae9bb8c0a601718c0c73e16a

Observation e739da87-f6eb-41cc-b41b-aa9f18c7a9bb · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.121581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.123587Z digest=sha256:4c15b6d7f857beb7b63acb5a0595a84b1a334e20bcf56818be83ebc6e85aa5ad

Observation 1aca1d97-4264-4ec7-a526-b5721c7b83e5 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.109690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.127224Z digest=sha256:09acebed601425bf17b97371f8b34abce8ffe1a2c22f8727ac87f774c5b634b1

Observation f7b820b9-fb57-42bb-bde4-034655886210 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.097592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.130744Z digest=sha256:375ceb0f8ff046fc0e963633553ccda4415f269cb1e29654b11a7dd5e93b79b2

Observation 6d72a8b4-4908-4f3c-8da3-95f02bffe240 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.084270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.134510Z digest=sha256:787251220756ce6dfab150356a6a4fe44270fbb640547934cae1e47f46e3cd93

Observation f45e3780-ec0d-4869-ba00-b7dc2b4c93cc · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.072336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.138170Z digest=sha256:b886e1e23ae4286589317d451416dab5048b4a8834f63bff731c707dc4dcaea9

Observation dc80169e-262c-421a-a6ce-ecf5115a6f31 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.060494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.141820Z digest=sha256:e65ed2a2b3bbe186eed33984e043b7299326b5b1ee27b33ab1f5e03d018b8007

Observation 788d0ace-0682-43b6-832d-5ffdc0f04e6f · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.047989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.145507Z digest=sha256:a204764f990e1a07ec0507ba9fabc43157437b6a4b4e77583f02705709765a45

Observation 55c2191d-ca03-4745-8c7a-7776883bf123 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.036749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.149073Z digest=sha256:0b2efdd62668ad8437e3035c50c8939bb7da5ec91663f6fcdb3ee8cef6fd43b5

Observation aeb28a5b-1f69-4b62-b55e-570ffc6892ed · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.152700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.152700Z digest=sha256:332539bdbcbdaf5d18170db4d20d638ab26b88da439641b10bd42db3e835686b

Observation 4a5d8560-29a7-43d6-8bd5-fe8cd28c4032 · outbound

This paper cites Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.156337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.156337Z digest=sha256:adbd15a0b9cacd710c721f85de93801ca77b29368da98a8dc7af3b48a31ad806

Observation 2db6a7b5-7ee9-4c27-bc6e-95362ef9c30f · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.017179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.160145Z digest=sha256:3f68dc27ee508b5442ff301437f874262d78ab220cb17e9bd8ca3c8f6fba5e72

Observation 06839fb4-21ac-449e-b790-d1dba91e03a3 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.006028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.163910Z digest=sha256:0af2f1a47cceea41b3eb99646956d188341cf55a956954118814d90b12a7786f

Observation 8fab5a30-e5b9-4adb-9126-47fb48cdfebe · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.993400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.167260Z digest=sha256:6df45cd7361ea7a49e2bfb62e655fd2b1f1cab11d5bc57ac0af2215e757acf24

Observation 0c5ef9a3-7b5b-4167-bc4a-f6f0c6a60971 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.979903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.170409Z digest=sha256:611650947c5896cc7c951f572c6b688b2566cd40b7ca50197d431efe298c29a4

Observation c42bd2b8-475e-4051-b3c0-841b2bc8f6b6 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.967715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.173480Z digest=sha256:091eb4649fc54cdfdff6715bb990b5af4f0b700f4b8c67e6d7cfa454c8bc0392

Observation 4118665f-9963-4a1a-a887-ae7535b20ba0 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.176608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.176608Z digest=sha256:ec316fcc833bd9a08898ffb6bdb0ace4e91b7e4ad4db36e3165807551b952713

Observation 7428dfe5-5b14-446d-9b5e-16b01b5461fe · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.955261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.179735Z digest=sha256:f20fe63ba2265959fe85b01800fe71d6d74e6ae2e759ff6fc7255fa9d2145272

Observation 8dcebebe-faa1-48c9-96fd-dd8e03b14624 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.942998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.182908Z digest=sha256:9a9c9c937af3a3b9cd5c589ad10d7c773a3dcf86f744fdc3084c4de4f818ec49

Observation b7de7f82-87bc-4468-add9-e7989af0ea61 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.930582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.186035Z digest=sha256:5cc1b71fe7788ca333ac422eff93fdd85db1da9f7209068a134deb63a7fd4449

Observation a17a3690-7f5d-4a49-a503-022f36da291e · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.189064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.189064Z digest=sha256:c63f9b7ec04b736b6dddd9c47a27a155742b9b6fc415787c14fd23c9590dbdd2

Observation fa815836-5164-46e2-9cea-eb24a8eaf29b · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.911058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.192413Z digest=sha256:1c328b5fafb22f47e862526b501bb51cbb8c9c6a9a45c80c6a9459c027478231

Observation 9802a49a-6e71-4156-b939-872211e0b585 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.898764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.195516Z digest=sha256:ff40b8a34fd8ee88213941283f9e77889c90e732caadb97941ae5600be71cb30

Observation 16d82348-cb19-4a33-9daa-8ab6987b5295 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.203192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.203192Z digest=sha256:b23bb4eddd1c7e5ee2cabcdd57e412f1912c1b1397f08611264bedb80d3bb4f9

Observation bf71718d-308d-4569-8252-31e80ab6fc74 · outbound

This paper cites A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.199293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.199293Z digest=sha256:f28db9fee8392cb032f41429a26c9ddc7ccbaaf567d0d6ae5e75ac625542dd69

Observation ff8f9c09-8fd2-4fe0-bc5c-9d8a9186aa1d · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 62

Resolution
verified exact
raw_fallback, observed 2026-08-07T21:24:15.388597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.210528Z digest=sha256:e3e458431e8f3834126bf4a01c199c21378ea4194ced48c2fc22f2efc5c5392c

Observation cb4eddc4-3e1c-4035-80df-14425113bf2d · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.879064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.206822Z digest=sha256:02847366d394f26d190db9f40c9842b9a4593160d9940c1ed7d60452ef6b169f

Observation 4cb5785e-6fa2-4582-bcab-4f9b7cc2b8f7 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.854379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.218109Z digest=sha256:c6973c892b49e68e898696c06aaf474b1d53e858a2c99ac7ddd430b5bc3f2842

Observation 55dd7870-b66e-4eca-8518-e3498662a271 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.867059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.214249Z digest=sha256:88b2655c90ff5a4040c04318ecdc4bc180227714341dc35a93b2b0dd08c31032

Observation e8226276-9fa6-41be-829a-8c7daeb9497c · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.830354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.225432Z digest=sha256:a42a7914d3a82675f0cf83f02c1014b24270b6015e150bf4b40e9e1752925d24

Observation 48546d23-32ef-45b8-a19a-b43b238b6753 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.841341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.221718Z digest=sha256:b40fa1c2df887c60d1303aba185e5a61a873c400dbe998497bfe8787ae4dfabc

Observation b874daaf-4be9-4215-9c4d-a83c6df63560 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.807373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.232863Z digest=sha256:5501b6d5e332b0e9b369f12dbeeaddeadbd2f5164d836023f9434161f04e8c35

Observation 863cb7fc-da65-44d6-88e0-851ece7f2101 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.819112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.229103Z digest=sha256:d7aa119000e4d9fad44e952d875fe82e17587157acbaa246d0801afa0827e5b4

Observation 80c4980a-eca3-455a-8405-25ea062597ab · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:15.795260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.240431Z digest=sha256:56896d3295a119cdbd747f618ffb3c57fb0c13d6fa22e46af87e7dee20b85181

Observation 3c1c36b8-9118-4dda-a304-c918ea7a5d38 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T21:24:15.236433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.236433Z digest=sha256:476e2a02bda771d43dee4edfe339c06c2908a7d966efbc95eb870ff6f83144b4

Observation cc38e843-21cf-425b-b681-5a0dd90ca637 · outbound

This paper cites Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything

Reference 73

Resolution
malformed identifier
no resolver link, observed 2026-08-07T21:24:15.244128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T21:24:15.244128Z digest=sha256:df63ff499fd2b6fa5448a17376f00ef80af4ef620ffc3a52fe406b13d554dcf4

Observation 2ba07d32-fcbf-4e65-8226-a00fc3826f39 · outbound

This paper cites an unresolved cited work.

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-07T21:24:16.328574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T21:24:15.026448Z digest=sha256:e8bd74e50eea47768ea5835338dd3e6b096e1f6b7d9410b0be1ec0a5bfa1f07e

Pith citing papers

No inbound Pith citation observations are available.