Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T10:47:16.482550Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2502.08097.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T10:47:16.482550Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T05:32:32.322404Z
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d32a6151-b499-4680-a999-bd86f3668c16 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation M., and Zisserman, A
Reference 1
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.
Observation 7213a12a-f04a-4160-adb2-185a15b7145c · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Extracting training data from diffusion models
Reference 2
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.
Observation 67d00d39-cebf-44d8-9943-0c4baa77ea44 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Disenbooth: Identity-preserving disentangled tuning for subject-driven text-to-image generation
Reference 3
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.
Observation 7ab614df-8bc3-4361-8f14-d1b52226764d · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Robust classification via a single diffusion model
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a217fa99-db4e-4b28-9697-7325506706a8 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Advdiffuser: Natural adversarial example synthesis with diffusion models
Reference 5
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.
Observation bd02679c-42c7-4ae9-9c7e-2ed575c6fbf8 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Lowkey: Leveraging adversarial attacks to protect social media users from facial recognition
Reference 6
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.
Observation 7aedd251-b78c-4054-bd61-9bffb4e7b1c2 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Localize, understand, collaborate: Semantic-aware dragging via intention reasoner
Reference 7
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.
Observation 07963bc0-2288-4b98-85da-2002a77e50ef · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Unresolved cited work
Reference 8
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.
Observation ae58f649-494d-4d8b-9e4e-54999c8a76e8 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Retinaface: Single-shot multi-level face localisation in the wild
Reference 9
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.
Observation e9909b94-8d72-42fd-831e-5fc563bdbb0e · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation H., Chechik, G., and Cohen-Or, D
Reference 10
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.
Observation 0f3449d2-0968-44cc-a314-cc65003f36f6 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Explaining and Harnessing Adversarial Examples
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a563bdfc-8218-41ef-8d6e-df94efcd4672 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Denoising diffusion probabilistic models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c2a5c00-7ccc-4300-a1ba-f80d4365c86c · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation J., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., Chen, W., et al
Reference 13
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.
Observation e0729fd4-b608-4533-ac0c-94931a565046 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Countering malicious deepfakes: Survey, battleground, and horizon
Reference 14
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.
Observation f1342525-3704-458d-897c-83891243fff8 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Multi-concept customization of text-to-image diffusion
Reference 15
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.
Observation 061de68a-2bf2-4030-866d-a466f55943a7 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Pid: prompt-independent data protection against latent diffusion models
Reference 16
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.
Observation 323b5855-9f8f-4acb-be03-22093ca4027a · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation \ UnGANable \ : Defending against \ GAN-based \ face manipulation
Reference 17
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.
Observation 45222e2a-e0f2-4921-80b1-0e26936bf96e · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Adversarial example does good: Preventing painting imitation from diffusion models via adversarial examples
Reference 18
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.
Observation 8da79db4-5191-4fc9-8f8b-1894b412cb3b · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Enhancing generalization of universal adversarial perturbation through gradient aggregation
Reference 19
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.
Observation f36491b3-47d1-4b8a-b686-5dce9df3108f · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Advcloak: Customized adversarial cloak for privacy protection
Reference 20
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.
Observation 180130f5-c2d0-4f19-8b54-583f55c566dd · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Metacloak: Preventing unauthorized subject-driven text-to-image diffusion-based synthesis via meta-learning
Reference 21
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.
Observation 60425b3f-dd78-4b31-a537-2816a36bf2fc · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Deep learning face attributes in the wild
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7337362a-2e4b-48f3-8613-184bbbe142c7 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ba3c1b-c756-4a5f-a140-f42e6530199e · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation K., and Bovik, A
Reference 24
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.
Observation bdc80a92-0925-4345-8bc7-1e0e90c04af5 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Deepfool: a simple and accurate method to fool deep neural networks
Reference 25
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.
Observation c5031c11-01fa-41d9-937a-09ed14db8464 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Universal adversarial perturbations
Reference 26
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.
Observation 6c31d0a1-119a-4990-8ab0-fecf09fe877e · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Glide: Towards photorealistic image generation and editing with text-guided diffusion models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e6dc1bf-ecc6-4028-9ab4-ffe4f47ba2bd · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Generative adversarial perturbations
Reference 28
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.
Observation dddded2c-1a4b-4738-8ea1-44de2b4720e8 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation High-resolution image synthesis with latent diffusion models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca3a1d63-abed-4463-837a-5c4feead9992 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation A., and Sclaroff, S
Reference 30
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.
Observation 1d352562-2c82-467e-be68-56a23593e32d · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation
Reference 31
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.
Observation eb5dc555-a2f3-4296-91c6-cec9d6cd5065 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Unresolved cited work
Reference 32
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.
Observation 5e3de5cd-e390-4596-b3c0-380af049674c · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Unresolved cited work
Reference 33
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.
Observation 0f3fdb9b-7c28-47d2-912f-eca773d9faf3 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Deep unsupervised learning using nonequilibrium thermodynamics
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eac8e4ad-f92a-4b73-8bd5-2b7c21359a05 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Denoising diffusion implicit models
Reference 35
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.
Observation 218e8911-d18f-4758-ae35-74e1a53ed31e · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Intriguing properties of neural networks
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fce4e218-9c72-4fb7-955f-b90e195bab3d · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation N., Damer, N., Kirchbuchner, F., and Kuijper, A
Reference 37
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.
Observation 1c39db08-b1fb-4dba-9baf-6827cb6ff748 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation H., Dao, Q., Tran, N
Reference 38
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.
Observation b0182225-c5de-4285-af5e-f13b62dacc17 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation M., and Barak, B
Reference 39
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.
Observation 579e26df-5392-4087-bfa7-e26e46c83b03 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Prompt-agnostic adversarial perturbation for customized diffusion models
Reference 40
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.
Observation 618ec58a-16ba-42df-a6d0-61ccac715028 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Simac: A simple anti-customization method for protecting face privacy against text-to-image synthesis of diffusion models
Reference 41
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.
Observation 3db9a149-1f13-4ffa-ad13-a4fe86cbc2ce · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Anti-forgery: Towards a stealthy and robust deepfake disruption attack via adversarial perceptual-aware perturbations
Reference 42
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.
Observation b9ff1750-4340-4844-89db-4420c219d8ea · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation StableGarment: Garment-Centric Generation via Stable Diffusion
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 077c8963-4fa0-45dd-a3f5-2fdaf74c1d80 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Deepfake disrupter: The detector of deepfake is my friend
Reference 44
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.
Observation e52694e4-4227-4ca8-bd70-299b60ea2692 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Generating adversarial examples with adversarial networks
Reference 45
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.
Observation f2484ca7-b45f-48a2-88e1-ebf83d5c2eed · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation A black-box reversible adversarial example for authorizable recognition to shared images
Reference 46
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.
Observation a4dfad8e-e0ef-42c8-bb2a-6238ba1a4ec0 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Toward effective protection against diffusion-based mimicry through score distillation
Reference 47
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.
Observation 6f1246b7-ef70-440d-8b87-bedf715af4ee · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation Towards face encryption by generating adversarial identity masks
Reference 48
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.
Observation ce8feef3-4002-4fe8-bf44-1bd8d296b813 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation To generate or not? safety-driven unlearned diffusion models are still easy to generate unsafe images
Reference 49
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.
Observation 53c2ae7b-8679-4925-914c-0f82eabe373b · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation and Deng, W
Reference 50
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.
Observation f3128b9d-5136-4bcd-95d7-680889512f32 · outbound
ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation write newline
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57c84d65-8773-4414-ad90-b3b82323094c · inbound
Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.