Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:27:45.506800Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2508.12384.
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 2026-08-15T17:27:45.506800Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3897efc5-47bf-421c-8851-753048e94689 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers An adaptive model ensemble adversarial attack for boosting adversarial transferability
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7f245155-22d0-408a-ad58-d85426bae3b2 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Visformer: The vision-friendly transformer
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9571995-e3e9-4437-97ac-53a0a890eda2 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Boosting adversarial at- tacks with momentum
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b83cb56a-16d3-4758-adad-de6e01ddb661 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Evading defenses to transferable adversarial examples by translation-invariant attacks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 70417bee-98db-45a0-beac-0fa55ea5afaa · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a7aaf27-883d-421d-8282-472f43ba923b · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Convit: Improv- ing vision transformers with soft convolutional inductive bi- ases
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 817e9c58-fbdc-45d7-a008-7a8bf9125ebe · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Fda: Feature disruptive attack
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 058b639f-c246-4186-a20c-3fd1be0f45c8 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Boosting Adversarial Transferability by Achieving Flat Local Maxima
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 14af46bd-075f-4f61-b153-a7d7901a1d26 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06b8dafe-c974-4c19-b8a0-57e84aa7a352 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Explaining and Harnessing Adversarial Examples
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00b41356-e820-4778-9f9d-d8826d63eeb1 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Levit: a vision transformer in convnet’s clothing for faster inference
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79845059-adb8-41ab-a2c9-e9316a869730 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Countering Adversarial Images using Input Transformations
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97e90a96-1e3f-46c5-bfd8-f59ff1921840 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Transformer in transformer
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 933c09ba-44af-461a-b1c2-a8dc670157fa · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Deep residual learning for image recognition
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da5fe8c1-93a0-4150-81dd-5629c527fc42 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Rethinking spa- tial dimensions of vision transformers
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e219378-9c51-4d99-b868-a426830f2fd6 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Accelerating stochastic gradi- ent descent using predictive variance reduction
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dd0a7cfa-db26-44c0-aaf3-6f2fdc171bdd · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Ad- versarial examples in the physical world
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7c5f8666-5162-41cb-87c0-9b6c7c90938a · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Improving adversarial transferability via intermediate-level perturbation decay
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ddd01164-d654-42ac-9eb8-0b64bb5734ce · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Learning transferable adversarial examples via ghost networks
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5ea6cfdc-adde-4da6-941d-57b6e6e27ead · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9f0c49d-fe81-4f59-b784-099cad795279 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Boosting adversarial transferability across model genus by deformation-constrained warping
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b2908b4-c7f8-47f3-aab6-b3fc29e737fa · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Delving into Transferable Adversarial Examples and Black-box Attacks
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 780d69a4-a7a0-43d6-b9e5-ab1188eeb5fa · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Discrete Representations Strengthen Vision Transformer Robustness
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93563e55-90a1-4465-90ae-961585aac8b7 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Enhance the visual representation via discrete adversarial training
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5cbb16d5-3f99-48e0-bddb-7f82df192a6d · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Towards robust vision transformer
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4ada3316-bc99-49b8-87d2-7e4cb36d23f0 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Separable Self-attention for Mobile Vision Transformers
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02dbb314-1478-431f-b3dc-d45f3cb8843e · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers When adversarial training meets vision trans- formers: Recipes from training to architecture
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e6299ba-da2a-4130-8dda-574fc3833911 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers A self-supervised approach for adversarial robustness
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7d782a44-eae0-4f96-90c6-c60bf8a32528 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Imagenet large scale visual recognition challenge
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f78a665b-3502-4622-b887-5346778fe884 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Rethinking the inception archi- tecture for computer vision
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab1ce8e5-7ead-46e8-9106-b2ec17aeac24 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Inception-v4, inception-resnet and the im- pact of residual connections on learning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9639caf7-afdc-496d-8e93-425725816246 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Ensemble diversity facilitates adversarial transferability
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a201b439-79cb-4e5a-a4fe-65c08ca2b565 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Training data-efficient image transformers & distillation through at- tention
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 87b010ca-0917-416d-bd1b-be956e588ceb · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Going deeper with im- age transformers
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2b271089-51e3-4de4-9bd5-ceac577526e6 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Ensemble Adversarial Training: Attacks and Defenses
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15fe691c-ade9-4efc-bb7a-b8f5239dbc92 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Boosting adversarial transferability by block shuffle and rotation
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 19f9158e-c763-4a28-aa1b-b43bac9cc365 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Enhancing the Transferability of Adversarial Attacks through Variance Tuning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7d338e21-ef86-4c8c-bffc-99836136a56c · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Boosting Adversarial Transferability through En- hanced Momentum
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8f5623e5-4637-4e7c-818e-344980e81fde · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Struc- ture Invariant Transformation for better Adversarial Trans- ferability
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation db30418b-4cb7-4624-8840-74a2d0728584 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Better diffusion models further improve adversarial training
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df95cbb4-0d8f-45ce-b939-f69557fc85b3 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Towards transferable adversarial attacks on vision transformers
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46b9dca7-cd41-47af-840e-25cff4c81839 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Rethinking the backward propagation for adversarial transferability
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f4b9468e-b7e6-4c5b-a03c-028c66fe9741 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Mitigating Adversarial Effects Through Randomization
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b65ef6c6-abdb-494d-830f-3fdfbe8ed7da · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Improving transferabil- ity of adversarial examples with input diversity
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ed46cfac-6fbf-4bb8-91c7-ddd24d1032e8 · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Stochastic variance reduced ensemble adver- sarial attack for boosting the adversarial transferability
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b54d554e-a1ce-4390-84c7-74d5b6eee41e · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Improving adversarial transferability via neuron attribution-based at- tacks
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e50207d3-17fe-47fe-9034-4d43e99c3a9a · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a8d67555-5bec-41ae-9d42-579dbef413be · outbound
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers Bag of Tricks to Boost Adversarial Transfer- ability
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.