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Paper Citation Record · LEDGER

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.12411.

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

pith.paper-citation-record.v1
2506.12411 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:58:09.678741Z

measured 54 of 54 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 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

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved49
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f709236c-003a-4003-870e-69c567e2cd6a · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 1

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unresolved
no resolver link, observed 2026-08-07T00:58:05.805978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:05.805978Z digest=sha256:575057f62547cc70f6333a109987f2af531837b3f62cf578d3af091b1ab6effc

Observation bec024ca-0a90-4dde-9f99-dee4ce2cf4b6 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 2

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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=2026-08-07T00:58:05.835003Z digest=sha256:792204549d6c5c9f7a62283b00c4b58b6588ba37c5b7c591a2ea69fd0f14fe4d

Observation 66368ee7-5148-43f7-9856-8b8686591896 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 3

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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 782e7c30-ea72-48f6-bbcd-7ce8eb20e450 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:06.169348Z digest=sha256:b97927ffa5627fac720bfe67af024917b67a9773babd4b3cfe7e54f1b2c42041

Observation b4b538d3-911d-4cc9-977d-eb2ee871ee28 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:06.264754Z digest=sha256:148a1c71539bd94f20c1f17ef3f5d69734e1fd9225168a4fe03584c1b1a16ebe

Observation 8aad8d34-8065-4653-8463-0e9ff7c17d03 · outbound

This paper cites Poisoning and Backdooring Contrastive Learning.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Poisoning and Backdooring Contrastive Learning

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:06.354452Z digest=sha256:916d2be0bfdea26ac52de8f387f6e1ecfca3ae6775d7495ce9b1e1853cbdbba9

Observation bcc25f90-56ca-49ea-a96f-08f98366127d · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:06.444011Z digest=sha256:39e867699fde60d4ac4e40d5233e33207ea5fcf947646e6eadc7096087ae3c6b

Observation 474a227a-8b09-4c8f-b608-e5bc84e0e9e5 · outbound

This paper cites Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Reference 8

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:58:06.594353Z digest=sha256:c4e52946da44ce36d0360f4805f90f5a38b5448a838a5af5786caaee164a0275

Observation 276f4202-75b9-43d5-b962-9ca78f2917a6 · outbound

This paper cites Fine-grained Image Captioning with CLIP Reward.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Fine-grained Image Captioning with CLIP Reward

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:06.678094Z digest=sha256:6d4fbe551ef55d4dac57859a76bcccffa5989b86759bc8da015cabc9c6e8a74e

Observation 0f5bccea-8dc9-46a9-8be0-0363e57135e6 · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:58:14.237956Z

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=2026-08-07T00:58:06.523432Z digest=sha256:fed8cab464ff21e346933b41877a0d82ae0faba390c5f3cf7a63b91c9799d29c

Observation da3006bc-2a3e-4827-a30f-e1cb6c25853c · outbound

This paper cites Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?

Reference 11

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source=pdf_text observed=2026-08-07T00:58:06.852295Z digest=sha256:b648e3b93e734eb2345b26f5c474b25371375ef03bc523898357beaefb4368b2

Observation 2bf837da-6341-44a3-a185-0e9cefdbe5d8 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 12

Resolution
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raw_fallback, observed 2026-08-07T00:58:13.818805Z

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=2026-08-07T00:58:06.943507Z digest=sha256:62c45e08ff9bf47b55e55e474dd98183657267e7b685b953a7c2a135a0f4b716

Observation ed37743c-684b-4fa0-bfb0-de7e57aaa236 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 13

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raw_fallback, observed 2026-08-07T00:58:14.017678Z

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=2026-08-07T00:58:06.765346Z digest=sha256:d3ee7ccb1c15527f4c58d30dd1e832197a2bddc4f916b5a7115dfd5b85d31678

Observation 3f03d07e-e331-480f-b489-41264ecb5bbb · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:07.100020Z digest=sha256:d88cf19f4b4f5ccf43b66893b7426ad255a0af6479cff187e773a8ab315828ca

Observation 36227634-8e6b-4d2b-a0c3-fa2c80c00499 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 15

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source=pdf_text observed=2026-08-07T00:58:07.196131Z digest=sha256:a10edad0d9500fb9ce218c24bd59bae4bca2df6fa477cfe5941a074cea118bfb

Observation 548cdd90-0b7f-4f9d-97b9-bb046d6d79b6 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 16

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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=2026-08-07T00:58:07.031181Z digest=sha256:83f5a7a5535706398dec3a8a340fc784fb6e5d96a1cea5ac07a75f1abe16f473

Observation be717520-b9e9-468b-ad97-8616e44c4784 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-07T00:58:07.334328Z digest=sha256:f3159fd57b0d53902bde357040d52c443af7c0a3e17852dfbd6a302f06f6a45f

Observation 3b646fc5-bbda-47fc-8a02-d1f7e0ad2559 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-07T00:58:13.434476Z

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=2026-08-07T00:58:07.383485Z digest=sha256:4c2a8a38e2b72a01e6068e352723a50ac92f9e2761f52b2f53c8f37e70ae5b22

Observation ed4b9740-85bf-4bfb-96f6-1771e2c9f968 · outbound

This paper cites TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems

Reference 19

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source=pdf_text observed=2026-08-07T00:58:07.266216Z digest=sha256:c957eb9f18000b94ae24ce6d6193439e9b97907697080c9a64f1cdd56fb54b5e

Observation ee06a26a-0aa5-40f6-a2fd-248a3f8f5490 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 20

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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=2026-08-07T00:58:07.578093Z digest=sha256:83c11d945ee4f8ed0405a07c6cbbb47d5f0132839ab696ea7b635aecbe27a927

Observation 84641a97-ad00-49c1-83fa-8e34cdf70639 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-07T00:58:07.645887Z digest=sha256:75b12b46133a5900d18edd3d939a0ad38c7fca81385b2cfb2d5223e67fd6a334

Observation ff6317e0-9d8c-42b3-bf96-e7ba53cfa97f · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 22

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raw_fallback, observed 2026-08-07T00:58:13.111872Z

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=2026-08-07T00:58:07.462155Z digest=sha256:24767a7aa09b00127473095a5d3077d3259457aa9766b4de75a48db09f824f5c

Observation e64eb001-0d69-4092-b138-0fc511bc91b9 · outbound

This paper cites Adversarial Backdoor Defense in CLIP.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Adversarial Backdoor Defense in CLIP

Reference 23

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source=pdf_text observed=2026-08-07T00:58:07.529702Z digest=sha256:5c44721f0ac11cf26ac6ce30aaf8f6ec260d820a8474bd9c84f115ce1a0322be

Observation b57c770f-b9c4-4c7f-bc5a-8955e5cde1af · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 24

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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=2026-08-07T00:58:07.802958Z digest=sha256:2de22fc2f016d1927f29262c3dbbbe10ce81eb87f1cffffecea2c52771f6fa40

Observation 9477f469-afcd-4b26-b2bb-cd2acf2ebf28 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-07T00:58:07.856900Z digest=sha256:7df9a17e941db00470a7b6cc3829a0687e9c9cf0a7e57e34921a3397240fac93

Observation 6ce4cd3d-2c32-4367-98dc-f4eaf511e549 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:07.688225Z digest=sha256:c51107320064dd90bf8deb7503edd0f584c2e8da80c4d8690789b396af98dfc8

Observation ca7f28a0-810b-49bf-9ddc-9aa37a87c386 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 27

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raw_fallback, observed 2026-08-07T00:58:12.646041Z

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=2026-08-07T00:58:07.753688Z digest=sha256:5148da3cb72bea5689f1e9843522baea372b05d4368e817cf8ee79263e6d5e06

Observation 899abf93-9f16-4da4-8fb5-565f8ae250f9 · outbound

This paper cites WaNet -- Imperceptible Warping-based Backdoor Attack.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning WaNet -- Imperceptible Warping-based Backdoor Attack

Reference 28

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source=pdf_text observed=2026-08-07T00:58:07.999413Z digest=sha256:c04883d3502270578a3d09826195021d41485e42aa32f511e1f62c6275d5772d

Observation 89ff9989-a761-4f9b-8b11-c096db06631f · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-07T00:58:12.023969Z

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=2026-08-07T00:58:08.061081Z digest=sha256:0290dbb118089e9c492c2cb0e0a8a26a1df364944de04f523e6b444651f18625

Observation cf1e06e5-7ae9-47e5-bee9-f8ce5f3120ed · outbound

This paper cites ClipCap: CLIP Prefix for Image Captioning.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning ClipCap: CLIP Prefix for Image Captioning

Reference 30

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source=pdf_text observed=2026-08-07T00:58:07.909306Z digest=sha256:d734023feaf3e4bb4389a3d2d9e42a5d16d4dffabbc48586a20ad9f0847eb19a

Observation 98429e3d-cf7e-469a-b29b-58edf37494c3 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-07T00:58:12.244934Z

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=2026-08-07T00:58:07.957732Z digest=sha256:1bb3b7204f778a01fab180d0fc7d5e9cdb59ec73646c6e93c8732db27c80b60d

Observation 291b77db-dfc9-420b-8b7d-8c313ddbb79e · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.243818Z digest=sha256:027e9f8249269da9933468027a5b679bafbd6c7722d768f9f014a437f6ab9115

Observation c01e2e0d-695e-47c9-9eb7-61fda0f25781 · outbound

This paper cites Berg, and Li Fei-Fei.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Berg, and Li Fei-Fei

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.292768Z digest=sha256:941e00c18dc16c41a1903c75b69f2ff8448a09dc9760c20abd27ecddcfd0d8a0

Observation 831cd559-4479-4ac7-915d-4fa6a4e529e9 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Representation Learning with Contrastive Predictive Coding

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.126076Z digest=sha256:cc2c545ff2cbf2e860c4b43d126728139937436d9e163b243ddd9b034c95b43f

Observation 318071a6-5fe9-4f9b-bd69-ab8c6b8d391d · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-07T00:58:11.864795Z

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=2026-08-07T00:58:08.191588Z digest=sha256:904c4f6742f30692f37c4d53d9a6299e4d320dfd896538042f915fbfe300c73b

Observation ea5b6dda-9dea-4371-9079-47cc31a48fb7 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-07T00:58:11.520313Z

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=2026-08-07T00:58:08.475979Z digest=sha256:772cba3448ee644bc489d001b9d1877e2590b49144ed13fbd9e3fbf6d228e390

Observation fcd417a0-2040-4476-be6f-513a30dd0f50 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.545989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.545989Z digest=sha256:bcf7716244330f11e84e7b605efe8d72766f92923814fef05f02803e400654ec

Observation 526db743-1e7e-47f6-b8df-e5c187121f4a · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:11.687975Z

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=2026-08-07T00:58:08.360204Z digest=sha256:cd534903c8bf6d740d44f5cba0da3b75fd948626cda6a9abd203bc396b658cd4

Observation 64587695-d22b-4973-9df7-2dffc9690d1e · outbound

This paper cites Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.431842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.431842Z digest=sha256:d71e611e6368bad8628b963785e7297480b70dbcde095fd16a99173207498ded

Observation 3b11aed1-f2ad-4d32-aa52-69b2712c2a61 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.812838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.812838Z digest=sha256:5e3f9f89f57256bf6ce8b6915accb6affda54ec14c901a84752258dc6f8506d6

Observation 2969c39c-6f36-4f36-9b36-efd9d058a769 · outbound

This paper cites UNICORN: A Unified Backdoor Trigger Inversion Framework.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning UNICORN: A Unified Backdoor Trigger Inversion Framework

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.896118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.896118Z digest=sha256:02d09348166a50ad53b7ab5787d3a444bfcf01f86b0ba47b2f4619fd42b5c9ce

Observation 434750a3-9342-49c7-adb8-ace2f71ea680 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.659663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.659663Z digest=sha256:8ff016fecf08ce84d5c61f3ef67142c5ca1333912a254e03dac03f42c9f50528

Observation 28aaa2df-176f-47bb-b3de-d605552408f9 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:11.363818Z

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=2026-08-07T00:58:08.724551Z digest=sha256:dea753cffeb942d4c294a31a8b2231647e339e686760470e0a30b6f07b069179

Observation b099b8fb-c73f-4295-8fc8-19ea83025ee2 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:11.148524Z

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=2026-08-07T00:58:09.132592Z digest=sha256:fc417e823575dc7f165c9067585bf413ba8dbcd3840160e4e2a0a0e19cedf4a9

Observation 2f8dd535-6858-47e4-a11e-af6e5957bcf8 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:10.967099Z

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=2026-08-07T00:58:09.192756Z digest=sha256:7c954245576a35f547a86ded247d3fe9c33ed263b3155af24bc212b4d0d5d6bc

Observation 73da77c8-ac0a-45d3-9e9c-4ca15ea6f18a · outbound

This paper cites CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:08.965359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:08.965359Z digest=sha256:fa1a1df14527784c8f0913e9bcc743d1e73a72f70065e80d19300c208fee590f

Observation ed230711-82c9-4b0f-987c-5dbc47515270 · outbound

This paper cites Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:58:10.030579Z

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=2026-08-07T00:58:09.044831Z digest=sha256:bc20f3cd03e24bbb019d6d46a3a0aaaebe6547eda1f469d57f66bf8f30a11439

Observation e16d5437-7c0f-4c5f-8659-5300e09989cd · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:09.486754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:09.486754Z digest=sha256:0989fa385cdba66ee640d58cde5f2cec1ad48b270a0fa24a455954d9795d949f

Observation 76e6c946-c2a0-4b10-9f77-b8b9e4d732c1 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:10.581473Z

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=2026-08-07T00:58:09.569887Z digest=sha256:a6deac53fd768f8c1be620d500e55c7ad8ba5c3447bd1426155af3f6692730ce

Observation 9e9058f1-d6d7-44e6-aa1d-8dca3e77fa6e · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T00:58:09.256193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:58:09.256193Z digest=sha256:3a2d07bbbddfb80ebc9d35b057b22f2b4cc26de0433495c8c48be21a1fb61709

Observation 72ec37e2-4d72-4d8b-a312-dec80365c288 · outbound

This paper cites an unresolved cited work.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:58:10.801680Z

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=2026-08-07T00:58:09.337389Z digest=sha256:98a4ff742783e57fcb5d362a84ca5f2b586a8658a2fd35230997e232eb842acf

Observation 2abf3fb8-a4ce-49e6-9b95-60f2a9305bbf · outbound

This paper cites mushroom.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning mushroom

Reference 54

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T00:58:10.481611Z

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=2026-08-07T00:58:09.678741Z digest=sha256:ad52f52a18b34aa724a7e7a842b85437b4751517bb7db13dfcb84e2cedbedc5b

Observation 9de3daee-3b09-45b5-a912-e3ff0acc984d · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:58:14.456052Z

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=2026-08-07T00:58:06.081792Z digest=sha256:cad68ebfeef01499da816881e7dcf96cc83380ad88df4b1f07412d6d8983c3ef

Observation f74a6421-ae61-43c2-a35f-3148aab706d0 · outbound

This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T00:58:14.853392Z

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=2026-08-07T00:58:05.898038Z digest=sha256:4c9ce5661e77884f9b6c8eb7b86d1ad0256c2f4542cb8b54bfe6eac1f54541f5

Pith citing papers

No inbound Pith citation observations are available.