Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T15:10:22.366015Z
Paper Citation Record · LEDGER
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation
As of 4 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2604.10837.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:32:30.507410Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
61 of 61 outbound references displayed
- verified exact16
- verified fuzzy44
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation aacb5145-350a-46b1-9952-8cb587c0f52b · outbound
This paper cites Denoising diffusion probabilistic models.Ad- vances in neural information processing systems, 33:6840–6851.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Denoising diffusion probabilistic models.Ad- vances in neural information processing systems, 33:6840–6851
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.587398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8d5afc01-bc85-4aaf-a15d-d7e71a0c78d1 · outbound
This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:06:01.788099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 497bc72f-21c2-4a9f-a181-20e6dc166e99 · outbound
This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Imagen Video: High Definition Video Generation with Diffusion Models
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:06:01.779775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0dc65b2a-cc84-4385-9743-998022a0d0d1 · outbound
This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T13:43:11.511714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4d3ab151-0c34-4ef6-9e2a-4ffe9f9d437d · outbound
This paper cites an unresolved cited work.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T07:16:03.590069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4e54a798-91fb-4a61-84c9-fe55fa5cfbe9 · outbound
This paper cites Wan: Open and advanced large-scale video generative models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Wan: Open and advanced large-scale video generative models
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.606891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0b485539-c9b8-4090-9673-26edfd91e854 · outbound
This paper cites Deepfake detection: A systematic literature review.IEEE access, 10:25494–25513.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Deepfake detection: A systematic literature review.IEEE access, 10:25494–25513
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.603405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 72b364fe-c8a3-4fce-85ff-d25cf59258d8 · outbound
This paper cites Explaining and harnessing adver- sarial examples.3rd International Conference on Learning Representations.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Explaining and harnessing adver- sarial examples.3rd International Conference on Learning Representations
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.668193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fdc64cff-2bfd-4bba-90fd-ec420b217ffc · outbound
This paper cites Adversarial examples in the physical world.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Adversarial examples in the physical world
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.685654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d42855c9-07e7-48dd-bb48-a09cdbcce283 · outbound
This paper cites On the robustness of semantic segmentation models to adversarial attacks.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation On the robustness of semantic segmentation models to adversarial attacks
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.672105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a7145682-1bc3-43bb-adf1-67fda18d12aa · outbound
This paper cites Adversarial attacks against closed-source MLLMs via feature optimal alignment.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Adversarial attacks against closed-source MLLMs via feature optimal alignment
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.707619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3b27a85b-aed1-4b58-baf3-fbe10b35a20a · outbound
This paper cites Adversarial example does good: Preventing painting imitation from diffusion models via adversarial examples.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Adversarial example does good: Preventing painting imitation from diffusion models via adversarial examples
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.700779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cebd5ce0-1392-4a12-960b-93655dadf50a · outbound
This paper cites Rais- ing the cost of malicious ai-powered image editing.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Rais- ing the cost of malicious ai-powered image editing
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.704244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 59a4bdf1-0210-49ef-81b7-bbeb1496a992 · outbound
This paper cites Mist: Towards Improved Adversarial Examples for Diffusion Models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Mist: Towards Improved Adversarial Examples for Diffusion Models
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.615486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bec5860f-db5d-4c28-9532-e2358b8dd706 · outbound
This paper cites Toward effective protection against diffusion-based mimicry through score distillation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Toward effective protection against diffusion-based mimicry through score distillation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.682303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 571bb71c-13e4-40c5-bba0-7440320047af · outbound
This paper cites Distraction is all you need: Memory-efficient image immunization against diffusion-based image editing.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Distraction is all you need: Memory-efficient image immunization against diffusion-based image editing
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.745372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66936d34-41d4-482e-9c82-7320f8d134f1 · outbound
This paper cites Metacloak: Pre- venting unauthorized subject-driven text-to-image diffusion-based synthesis via meta-learning.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Metacloak: Pre- venting unauthorized subject-driven text-to-image diffusion-based synthesis via meta-learning
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.741604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f4519d7f-2965-499f-80fc-17e8a7b2337e · outbound
This paper cites Glaze: Protecting artists from style mimicry by{Text-to-Image}models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Glaze: Protecting artists from style mimicry by{Text-to-Image}models
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.714540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8513de6b-be19-4a09-9e12-dacc744fb8e7 · outbound
This paper cites Imperceptible protection against style imitation from diffusion models.IEEE Transactions on Multimedia.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Imperceptible protection against style imitation from diffusion models.IEEE Transactions on Multimedia
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.710886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57f80461-d709-4d23-ac86-62b5687c72f1 · outbound
This paper cites Chinchali, and James Matthew Rehg.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Chinchali, and James Matthew Rehg
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.583903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ef678b9f-87e7-4d25-9fdc-86d1f8bc1fb9 · outbound
This paper cites Make- a-video: Text-to-video generation without text-video data.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Make- a-video: Text-to-video generation without text-video data
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.689445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 57732d6b-6f31-4222-83d4-f5982d54cdb8 · outbound
This paper cites Align your latents: High-resolution video synthesis with latent diffusion models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Align your latents: High-resolution video synthesis with latent diffusion models
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.697383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f4245a6-e1e0-4450-8bba-7a856b39bb65 · outbound
This paper cites Lumiere: A space-time diffusion model for video generation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Lumiere: A space-time diffusion model for video generation
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.670298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 85bf9798-0096-4f50-833f-c813c66d954b · outbound
This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Flow straight and fast: Learning to generate and transfer data with rectified flow
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.673582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 68c39c0d-fbeb-49eb-bd8e-338a989b960f · outbound
This paper cites Goku: Flow based video generative foundation models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Goku: Flow based video generative foundation models
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.659083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfa1e4e9-5882-4643-9199-d625c9be9ff2 · outbound
This paper cites Pyramidal flow matching for efficient video generative modeling.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Pyramidal flow matching for efficient video generative modeling
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.662910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bf759bdf-afba-4679-aa20-d73f95d82435 · outbound
This paper cites Dynamicrafter: Animating open-domain images with video diffusion priors.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Dynamicrafter: Animating open-domain images with video diffusion priors
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.666597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation de21f50c-d815-4083-80f0-5954c4e23db7 · outbound
This paper cites I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T23:51:24.156433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8bab972b-2f3f-4b0f-bf2c-42717d15617e · outbound
This paper cites Consisti2v: Enhancing visual consistency for image-to-video generation.Transactions on Machine Learning Research.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Consisti2v: Enhancing visual consistency for image-to-video generation.Transactions on Machine Learning Research
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.675549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f3f2552-47dd-43e2-8210-25382239cf3e · outbound
This paper cites Animate anyone: Consistent and controllable image-to-video synthesis for character animation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Animate anyone: Consistent and controllable image-to-video synthesis for character animation
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.645009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4705030-5ff0-42d2-a164-83abdbc528b7 · outbound
This paper cites AnimateZero: Video Diffusion Models are Zero-Shot Image Animators.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation AnimateZero: Video Diffusion Models are Zero-Shot Image Animators
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.754352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fb8d6a45-973d-4807-bde8-a26431d9d844 · outbound
This paper cites Animatediff: Animate your personalized text-to-image diffusion models without specific tuning.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Animatediff: Animate your personalized text-to-image diffusion models without specific tuning
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.648663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 49fe4773-4434-462c-8fcc-f4bdd5d3c5aa · outbound
This paper cites ControlNeXt: Powerful and Efficient Control for Image and Video Generation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.681689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88cab372-6f6c-4376-90d6-546dd749a79a · outbound
This paper cites Follow-your-shape: Shape-aware image editing via trajectory-guided region control.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Follow-your-shape: Shape-aware image editing via trajectory-guided region control
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.638703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7c26adc4-a694-42a9-8b66-061c6211e048 · outbound
This paper cites Controllable video generation: A survey.arXiv preprint arXiv:2507.16869.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Controllable video generation: A survey.arXiv preprint arXiv:2507.16869
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.714105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 258369ad-a807-4ff7-a96a-c4676b8513e7 · outbound
This paper cites Follow-your-click: Open-domain re- gional image animation via motion prompts.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Follow-your-click: Open-domain re- gional image animation via motion prompts
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.641681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d5b82ae-0fb9-4c28-a07b-ed7b994c09fb · outbound
This paper cites Cogvideox: Text-to-video diffusion models with an expert transformer.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Cogvideox: Text-to-video diffusion models with an expert transformer
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.652150Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 12bf210e-2f9a-47a2-8f37-dd72f89d736f · outbound
This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:06:01.692461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a4ceb5db-443f-4baa-869e-d7e90cf4d318 · outbound
This paper cites Kling AI.https://klingai.com.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Kling AI.https://klingai.com
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.629163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4cdf1dd-e9d5-42d2-ab5b-acbeb194dcfa · outbound
This paper cites Dream Machine.https://lumalabs.ai/dream-machine.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Dream Machine.https://lumalabs.ai/dream-machine
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.626154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 933e2f73-0c02-48f6-b6f4-284725eeaeb4 · outbound
This paper cites Decontext as defense: Safe image editing in diffusion transformers.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Decontext as defense: Safe image editing in diffusion transformers
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.628983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ff7a13db-1843-4454-8ddc-faf532760499 · outbound
This paper cites Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.637025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df4a0c9e-f87f-4a03-856b-947e76760914 · outbound
This paper cites I2vguard: Safeguarding images against misuse in diffusion-based image-to-video models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation I2vguard: Safeguarding images against misuse in diffusion-based image-to-video models
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.632607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b0b5ba0-f9ee-4596-babc-f8fa595a2fcf · outbound
This paper cites PRIME: Protect Your Videos From Malicious Editing.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation PRIME: Protect Your Videos From Malicious Editing
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.674047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6b3d1914-9684-4364-9179-522f41a8caa3 · outbound
This paper cites T2vattack: Adversarial attack on text-to-video diffusion models.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation T2vattack: Adversarial attack on text-to-video diffusion models
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.660868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ba0b1fcf-39f3-494c-afac-2686c28dd64b · outbound
This paper cites Diffusion policy attacker: Crafting adversar- ial attacks for diffusion-based policies.Advances in Neural Information Processing Systems, 37:119614–119637.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Diffusion policy attacker: Crafting adversar- ial attacks for diffusion-based policies.Advances in Neural Information Processing Systems, 37:119614–119637
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.619672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 448e6a79-216d-449a-bf26-e43ad8abf07f · outbound
This paper cites How Vulnerable Is My Learned Policy? Universal Adversarial Perturbation Attacks On Modern Behavior Cloning Policies.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation How Vulnerable Is My Learned Policy? Universal Adversarial Perturbation Attacks On Modern Behavior Cloning Policies
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T11:06:01.646189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77254aef-24da-46dd-964c-f016164ad886 · outbound
This paper cites Diffusionguard: A robust defense against malicious diffusion-based image editing.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Diffusionguard: A robust defense against malicious diffusion-based image editing
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.616511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29b9a703-c5b4-40da-af30-5a61fa9b4904 · outbound
This paper cites Emerging properties in self-supervised vision transformers.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Emerging properties in self-supervised vision transformers
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.622807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 885183e7-ca0f-4fcb-9b33-bb30ecefe545 · outbound
This paper cites Towards deep learning models resistant to adversarial attacks.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Towards deep learning models resistant to adversarial attacks
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.635503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4a3d8ff1-9bb4-4998-ba3c-8b3c5bf5dce0 · outbound
This paper cites A benchmark dataset and evaluation methodology for video object segmentation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation A benchmark dataset and evaluation methodology for video object segmentation
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.655575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0c80bdbf-8c2b-4171-ba94-3aa300a91a2b · outbound
This paper cites Dreamsim: Learning new dimensions of human visual similarity using synthetic data.Advances in Neural Information Processing Systems, 36:50742–50768.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Dreamsim: Learning new dimensions of human visual similarity using synthetic data.Advances in Neural Information Processing Systems, 36:50742–50768
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.678943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6d4d1a7-6e8e-47d8-bf85-953623580486 · outbound
This paper cites Learning transferable visual models from natural language supervision.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Learning transferable visual models from natural language supervision
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.613264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a1552c42-0179-435a-818c-8efc34831875 · outbound
This paper cites Laion- 5b: An open large-scale dataset for training next generation image-text models.Advances in neural information processing systems, 35:25278–25294.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Laion- 5b: An open large-scale dataset for training next generation image-text models.Advances in neural information processing systems, 35:25278–25294
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.719994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 26a30baf-a697-46c1-a869-e8d9ab537fb0 · outbound
This paper cites Google AI for developers.https://ai.google.dev/.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Google AI for developers.https://ai.google.dev/
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.609967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7eaab4e5-b34d-4692-a667-79742bc6013d · outbound
This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.Journal of machine learning research, 21(140):1–67.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Exploring the limits of transfer learning with a unified text-to-text transformer.Journal of machine learning research, 21(140):1–67
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:22:28.693143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b69003c2-f52f-4019-8aec-3f89779fae44 · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation U-net: Convolutional networks for biomedical image segmentation
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.593449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d72a0ce6-ffd1-4db2-9ce2-0fb951ea255c · outbound
This paper cites Scalable diffusion models with transformers.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Scalable diffusion models with transformers
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.596752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9937854d-db9d-4ada-951f-415cb0ff6ff5 · outbound
This paper cites A survey on video diffusion models.ACM Computing Surveys, 57(2):1–42.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation A survey on video diffusion models.ACM Computing Surveys, 57(2):1–42
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:16:03.599962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a73361f3-93d0-4a78-b0c1-bd6cfd266f70 · outbound
This paper cites Toward generalized detec- tion of synthetic media: Limitations, challenges, and the path to multimodal solutions.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Toward generalized detec- tion of synthetic media: Limitations, challenges, and the path to multimodal solutions
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.728732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5b7b824-0279-4408-97fe-24ab05092077 · outbound
This paper cites Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust.
Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:06:01.722945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation adaac4c6-e19c-4b98-8e38-92de9b982865 · inbound
Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization cites this paper.
Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T05:32:30.507410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.