Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T10:56:49.365745Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2502.08079.
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 2026-08-08T10:56:49.365745Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T04:46:56.552601Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T15:09:54.631580Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2848a6b5-2686-47f3-ad3e-61d93108a717 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76f46599-2a57-41ca-bd95-a020862e55f9 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Boosting adversarial attacks with momentum
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3edb9ccf-bf08-4d55-83a1-453dfe52578a · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Evading defenses to transferable adversarial examples by translation-invariant attacks
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9d141539-66d4-401c-8c42-678e10a0322e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models An image is worth 16x16 words: transformers for image recognition at scale
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d5e299df-70ec-4438-b0f5-929f071f641e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Learning to learn transferable attack
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 36cd5bca-108d-4491-850f-53b6302c1030 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Fda: Feature disruptive attack
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 288e6807-85af-41c0-a910-1b0424aa098e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Boosting transferability in vision-language attacks via diversification along the intersection region of adversarial trajectory
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 24c044c8-0174-49a2-9003-9321ec9c3ba3 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77f04d8d-c1b9-4a9a-b5b2-a3b4531b8e0c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Deep residual learning for image recognition
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c5a7f62-3d21-4168-af6f-e7ec28333298 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Natural adversarial examples
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5687506a-7ff1-465e-80ed-32af63044224 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Adversarial examples are not bugs, they are features
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 68ea14f5-97d5-4610-9d01-39bc5c29721e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Transferable perturbations of deep feature distributions
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12e84fee-c2ff-4bb3-8560-c5ff50b30d21 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Adversarial example generation with syntactically controlled paraphrase networks
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 312c34c4-0b5b-4120-9b73-341d470be727 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Is bert really robust? a strong baseline for natural language attack on text classification and entailment
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 55e61711-0a94-4f6f-b8d7-c31189dba137 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Align before fuse: vision and language representation learning with momentum distillation
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f54841a-a7dd-4520-9282-d6993664ae9a · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Blip: bootstrapping language-image pre-training for unified vision-language understanding and generation
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c6da15fc-6387-4357-96ab-0d3676caba3a · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Bert-attack: adversarial attack against bert using bert
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b002cfa9-840a-4733-829a-0ace8b9445d9 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Nesterov accelerated gradient and scale invariance for adversarial attacks
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 96d0fde0-55d5-427e-ae05-dfda1b557751 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Microsoft coco: common objects in context
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bafd4ac0-2912-40bb-8aa9-b61eeb839ada · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Delving into transferable adversarial examples and black-box attacks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c7ed4afb-0228-4fd4-b9bf-fecdff89fe51 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models On the convergence of an adaptive momentum method for adversarial attacks
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2775cb01-e92c-45b8-8866-48197dd8f866 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Set-level guidance attack: boosting adversarial transferability of vision-language pre-training models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81c48614-8602-4201-9922-5568b37eb5b3 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Towards deep learning models resistant to adversarial attacks
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fb12cd51-67f1-46e8-9db7-3cdead3ca969 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Universal adversarial perturbations
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3025e76c-7f95-483e-9469-4e98aad4bfa6 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Stress test evaluation for natural language inference
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3405c873-a85c-4cde-b3a3-b079bb87c7b1 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Cross-domain transferability of adversarial perturbations
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cb289f9d-d767-47b5-a6f3-8ee47f037b98 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Flickr30k entities: collecting region-to-phrase correspondences for richer image-to-sentence models
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4085db41-a8eb-4c4e-b4c2-4bea601d55bd · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Generative adversarial perturbations
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5f0dcf48-10b8-4ac6-9699-b9382ae7a729 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Understanding and improving robustness of vision transformers through patch-based negative augmentation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4be6507-252e-4405-98c6-e8350b275e75 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Learning transferable visual models from natural language supervision
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f8fd580-1f33-4bfc-8a26-56f4e252420e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Generating natural language adversarial examples through probability weighted word saliency
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd1b5807-5191-4beb-be5e-f9a78cdd4fef · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Grad-cam: visual explanations from deep networks via gradient-based localization
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c4439e56-3763-4940-a524-df6aa052b7f8 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Intriguing properties of neural networks
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 99c6b732-090c-4084-b246-8f5da860144b · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models LLaMA: Open and Efficient Foundation Language Models
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d3b3747-ed78-406a-9fd0-566f9406bb24 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Boosting adversarial transferability by block shuffle and rotation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 96a9a253-6bc9-4c96-aa3a-e1499b4b2917 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Admix: enhancing the transferability of adversarial attacks
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f5d7deaa-4086-4c1a-b6a6-f07606e4263c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Structure invariant transformation for better adversarial transferability
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6aa0cbd8-4caa-4d11-b329-16a74158483d · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Prototype-supervised adversarial network for targeted attack of deep hashing
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f6dbda94-6773-481f-bdc3-e92eb54b30bd · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Enhancing the self-universality for transferable targeted attacks
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fda6f140-8c2e-4852-b375-094502d72b81 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Improving transferability of adversarial examples with input diversity
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e71f3d3-3b59-457b-967e-1be82a75409c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Stochastic variance reduced ensemble adversarial attack for boosting the adversarial transferability
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ecaaa87b-9ffa-4209-9822-279fc5beb2d9 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Fooling vision and language models despite localization and attention mechanism
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 888fc5f3-6fb5-42b2-b3d7-5ee2e8dc7c6c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Vision-language pre-training with triple contrastive learning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c2dfbaf8-318c-4e0f-b4aa-67d4b4a51b9c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Vlattack: multimodal adversarial attacks on vision-language tasks via pre-trained models
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation edf623ac-c007-4737-944f-190f137a897b · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Modeling context in referring expressions
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5741ff4e-e0cb-4eab-90a1-71231416a415 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Towards adversarial attack on vision-language pre-training models
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cb8b687b-c41a-4492-97b3-78c5506068f3 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models A survey on image perturbations for model robustness: Attacks and defenses
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f07c36e4-e152-4c8c-b78b-ac0dca51c499 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Privacy protection in deep multi-modal retrieval
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9b302deb-489f-498b-8e52-090aacccef3a · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Proactive privacy-preserving learning for cross-modal retrieval
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a5a04e2-34a2-4d74-a815-8a09114ab739 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Universal adversarial perturbations for vision-language pre-trained models
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 76631142-aaed-4cdb-94b7-66bc0c74de0f · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Adversarial robustness through the lens of causality
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cc264f0a-8933-4f94-8e33-f196550a1a5e · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models On evaluating adversarial robustness of large vision-language models
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fbc2d895-c296-4e22-a100-2e5f2d1a991c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 673301c2-5dba-4ba0-a2f9-88789fb754b6 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Efficient query-based black-box attack against cross-modal hashing retrieval
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 15c5ac08-355d-4e85-870c-cd0bfcb83864 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models @esa (Ref
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e65c87-201d-4ac7-9b45-ebd2575f6f8c · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee93ebd-370d-4942-9946-b4ea05a46028 · outbound
MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models X"bDls= L9 l֡33*!ںj@vp?3m endstream endobj 26 0 obj << /Filter /FlateDecode /Length 249 >> stream xMQI 0 @!^CC 9 X 1 ,=!s7 ٻYz
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bba5a8e3-a9f4-4f1b-be03-28d2c46f2d24 · inbound
MIRAGE: Protecting against Malicious Image Editing via False Moderation MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6bcb7d15-d7b4-44d2-8247-8bed0bdeee45 · inbound
MIRAGE: Protecting against Malicious Image Editing via False Moderation MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.