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Paper Citation Record · LEDGER

MMAligner: Safeguarding Multimodal Large Language Models through Representation Calibration

As of 8 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 2026-08-08T06:32:00.761636+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.

source=pdf_text observed=2026-08-07T21:24:14.981547Z digest=sha256:45c91d59bea948cacc5c515782d47f292062735d6ffec7d690e74d3922cab586

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:14.990401Z digest=sha256:6b4c3b59fb7cd161050e56e8f2ee374775c7546cc276da17757050a613d8e3cf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:14.994370Z digest=sha256:4d2201f862b1df3b9f49cc5e5f8c748fd8ba4997e03c54fd38cef787db62b03b

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=sha256:6269147f7783ac11e204a7d7ee25b3dfc9a3d8966a72077d3dd1e3d82f2ed2e2

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:dfd9da3522872fa5b6a21d1ccf7962a2a8804889ead85ca19222f92ecd489d1b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.007334Z digest=sha256:82ec7e77865929ea4be516e4d264b5421b8dceaef55ff445fb4ae65b6fcc1c0d

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=sha256:72ddd221c636f2a4500feeca72977ba0104ddc5c36fddca77d69291f62a5dcd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.015162Z digest=sha256:0f313b56eb32656c06f4423d709712a5d84aed5351606dc25754f142566596f7

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.022705Z digest=sha256:4fd092c04b79d5b4b591123b6e69dd8615fd8aa7733e4c7c0a7410e6d0a6f6f9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.030326Z digest=sha256:42f75a6a1c7615dbc617a0321f6db74da0aaa5f5e66acc45b95f19de56a3c92c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.034059Z digest=sha256:43ecc6a35ac4dc254357447022c8eca828f9349844f85889f0bd514b3d29ee7e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.037616Z digest=sha256:4aee654201c5279436152f8724fd5acc39be1febfbc59520254797c7260475db

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:af19c777c57dc66b2ceb2ed73946b83270727bc6498b21a8f28dea3d66bc8f10

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.044424Z digest=sha256:e5de4b3e43d7e86565dbd1cfa7e20cb8940b5154d473c76cc8cbe0cbc6b0d58f

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 2026-08-08T06:32:00.761636+00:00.

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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=sha256:46bb5d8961822714ce5c9bd86e033a2c9fb74d3e10ddb5c2f506c35e5063be5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.054807Z digest=sha256:522f646dae07fa7211f50adc67c4445712e64f5558100fcb943de7650e4bea5d

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

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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:bcc8ae96dc56739ddeef20672260d82492fbc49c8c8f804d82805d573ca5426f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.071581Z digest=sha256:60c1979374f5daaa6e83918e452a6cbdf6ced485526dca35f88a2104fa3d4a72

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.075247Z digest=sha256:febc2c04c7ffa933abfe3be33ec8960aac0e8b7c198fe7c144a3384ee0b34e0f

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=sha256:8b588fbe42854534ff23a883e83cb3c89fa1cb629a4573743dbb7f6517afeda3

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.086492Z digest=sha256:6c8e56bc65e99068d9d4195adc41ddfb0bb397f814c151218f71ea7982ec42af

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 2026-08-08T06:32:00.761636+00:00.

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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.093755Z digest=sha256:e1d1a7ae759db372a7ace384edbf1475bf177d28139f50962e6acf031c1cf30d

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:e969bf32f47ec77796bb3c137caf59f1eaf04e553e1add5386924ffc792666ad

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=sha256:199a6f6ed46f565a7ce33d397bcddf7a8e74a13275abb5f08b845d95965c8ee2

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=sha256:4066299a77c7204b13848eafc66607539cf9d48a9a99ee3ce02d267bd825c2d8

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:bd4fa691e5a018614ee8fcc68d4015a7e48af23c582f45787a5cadb1988b6bc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.112408Z digest=sha256:1cd11ee6e8a49db76eba8643c78315de3914262e2efa912fee8f952692776221

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.116047Z digest=sha256:0ea11831c2c987a784c80c62c7faa274efbf0f64b607b5be49750d6abe7e1093

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=sha256:785c6efb1bdbffe52988aa08763094a0380af783f92c8c2c9881c5f887a7fbc3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.123587Z digest=sha256:95f3a46ee994dd3de4ae10c85eeb061c70205be459d51ab4e77c4d9dc18f0eb0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.127224Z digest=sha256:13ac97cfa3b2ee90f38d2c6fc0834f281b8f40734cce8e766a757810f1e7a80b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.130744Z digest=sha256:87c582767d408e1a39cb025f199a45529d190de0da6c8c9c0350062cac24f601

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.134510Z digest=sha256:e1fb6b3210f2e4d78000e0f61cb6fae46e6fd95f141493c7809d29d972bfe090

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.138170Z digest=sha256:fb3bbb115d7c58e05b4fb9f5d11ec44e6b9a84b8eec655ee621f40eb5e1773bc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.141820Z digest=sha256:69cc511f760be1d5bd458fe3eca6f48ef6d449070ba6bbe6c583416a16b0b1c2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.145507Z digest=sha256:852e8759049fc08a6b58215fa787aab351453452b2a938fc46f86250ed5d9557

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.149073Z digest=sha256:fc22b3727d70129367bdfc7a10faeee4587cdf9896fec9deafabdfe893a6e625

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:c283f53188f3dba24e69ef1fb2f973a6d083b11a951a511efe3d8c0f1fca6d2c

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:fde84bd7aa7cbe1d21848d30b64797bbf9bda9e97b63ce086585d58362858632

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.160145Z digest=sha256:e4dc73a6a8e10ac4fce907ad7792070300e403f905901e9ce1a7d1ebe6d4696c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.163910Z digest=sha256:93fae916e0b5b57a0bcb8838a6fd50010b5dc5ad430992533b826ccdd10bfd48

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.167260Z digest=sha256:2fb283ac9647eab227c5c302b299d276d1b3e08db9faf15766623a9a2ae43b38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.170409Z digest=sha256:8902ba33545fa0369bc8ad432586609d56b0ffb834598bd65de78be1912d9b9a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.173480Z digest=sha256:5dadd74efe563eb83613216e9b9afea09b8696fa4ac78f07269001259db04989

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=sha256:75de1ba621c89deee32560bb9515001d6cf0f45b143b1eacdb18721b37a2da95

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.179735Z digest=sha256:8058b7af07f231eda662e95e9b55951a8a64568b3c198b157cb5d12bd4e1eb8f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.182908Z digest=sha256:40697c19da48267edc9630ec327289ea4b95a8d4882c3882cea808d424a9e5a8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.186035Z digest=sha256:6785d55ab49e54315b416908226685a63aab0ecd49b43691330e0dc2a84008a8

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=sha256:6f8cf23351cd55c1069cea5dcd13ae14fabf8733ccd1cbd85c4b56409ff391a1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.192413Z digest=sha256:34d336a349c5d4728ccb010c5245aedee8365adde130223f2684db175cccfe2b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.195516Z digest=sha256:dc14cd9d47cde4324b6295881c3311ec8889c40a80fa5f79243aeb8416c4bc66

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:b780a5a618bfd1005681482b2b6f2b77ab592b1e57a71a6cf5f166e875b23946

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=sha256:9f3a508336b45bfb9eb7ead6aff7fa5f147a5465b65abff2dba2a62c3fdd06db

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.210528Z digest=sha256:196a3ed2fbb382c4db58d5ed53fbdcd54a7d930bb2e2eebc096460f953856098

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.206822Z digest=sha256:0ee16a0613dfbd5be70c97a5533567137b7cbfdeb33aa412b3b9432385335ecb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.218109Z digest=sha256:f6a06015294404238b6b3bcf51bcdbb075a61a55ef6131762d2c06b2045393e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.214249Z digest=sha256:93e2b0ffb4441b393df7a377bf2fe08865d512c906e4e9ab3e2a3b587ecddc48

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.225432Z digest=sha256:d92b74f38dab57e2bba590c25d133b20ee1a7837d685685c3aed5db3e7230e2a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.221718Z digest=sha256:bf715eaef7e2093529bf4e8ed4365147fa98ae3ba8313c5f7dd7f7505a8b2e65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.232863Z digest=sha256:ccfaa8fe303731ee304a0e8b784644dc3f6581c7f463911aef3adc3fcaba37cb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.229103Z digest=sha256:14eaa1027ca5a45d89e91b605b0f8b08dc4e700e9baeda6b3881fc5cb30f4919

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.240431Z digest=sha256:0b2d493371f79e2d76a36c815de8ff098415618b866e43486f85f3cc665b7de9

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:a21800e41f820e9317c5ea777de5f89850f092c9e8d60419338fa47e04142542

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=sha256:0eceb71c0a58f7f332565aff080367d2cbe384bbe24ea6cd7787f23fb8269186

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T21:24:15.026448Z digest=sha256:c26479b26d0d402df2a7762b41146d163d4921ab16d28f96e350e3d945ec2dea

Pith citing papers

No inbound Pith citation observations are available.