Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:41:30.243616Z
Paper Citation Record · LEDGER
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks
As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2608.01028.
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 2026-08-08T06:32:00.761636+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
Reference resolution
42 of 42 outbound references displayed
- verified exact0
- verified fuzzy8
- unresolved34
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 23ce03eb-699b-4d40-b4fb-d73440f4d56f · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:34.590908Z
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 e6a4f24b-f745-4220-9533-7ccf67074e55 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:34.383140Z
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 bf15be27-6e9b-44a4-a8fe-66a41784741b · outbound
This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:27.354957Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87ea93ce-6653-424d-805f-874837dd716b · outbound
This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks RT-1: Robotics Transformer for Real-World Control at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:27.422986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa9436f7-6c2e-4d04-a936-468316ac7814 · outbound
This paper cites Adversarial Patch.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Adversarial Patch
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:27.508684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f3737b5-9e6b-4499-a249-ec79a934741c · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:34.157062Z
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 e139a43c-2c99-403e-a9dc-b7c9b9635c0f · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:33.988779Z
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 31cbaa80-0bb1-49bf-8f1a-2de3913b662d · outbound
This paper cites Manipulation facing threats: Evalu- ating physical vulnerabilities in end-to-end vision language action models.arXiv preprint arXiv:2409.13174.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Manipulation facing threats: Evalu- ating physical vulnerabilities in end-to-end vision language action models.arXiv preprint arXiv:2409.13174
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:27.705730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 897fe5cb-302a-4601-9946-7855e0473cd8 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:33.815511Z
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 ab60b312-c42b-45a9-93be-a9593389959b · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:33.615053Z
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 1fbd1d68-4718-4ba7-b3ea-c540a8521792 · outbound
This paper cites Explaining and Harnessing Adversarial Examples.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Explaining and Harnessing Adversarial Examples
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:27.966512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd465331-c83d-441c-9195-7334072f4a0b · outbound
This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.038640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6f78c9a-cec9-45e5-8651-911315d19202 · outbound
This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Lora: Low-rank adaptation of large language models.Iclr, 1(2):3
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:33.422470Z
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 c623575b-7270-4968-8cbe-1d7c034a4973 · outbound
This paper cites Adversarial Attacks on Robotic Vision Language Action Models.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Adversarial Attacks on Robotic Vision Language Action Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.189227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd89f978-d19f-4912-a53e-0023aca26dfc · outbound
This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks OpenVLA: An Open-Source Vision-Language-Action Model
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.253777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe9fd81b-398b-4ab8-bdf6-1cd6b8431311 · outbound
This paper cites Empirical Analysis of Large Vision-Language Models against Goal Hijacking via Visual Prompt Injection.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Empirical Analysis of Large Vision-Language Models against Goal Hijacking via Visual Prompt Injection
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.336206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60d76cc7-f5ff-4bef-b95d-4947d74e13f2 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.426588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04597db0-355d-4f61-a6aa-afc0227223ec · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:33.249323Z
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 9a38a844-8db3-41c7-92cf-d9c967c37699 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:33.064160Z
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 29795114-8e78-4aab-a1e1-119dbbea69e3 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.599928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e1a18aa-b6c8-4ad9-b648-97ba68283b9b · outbound
This paper cites (June 2025).
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:32.923912Z
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 3cdbbec7-5d80-496d-abc5-b4076f8f90fe · outbound
This paper cites RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.726337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75d06194-b094-4559-a485-3dab8f03c464 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.790147Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7e46c93-56de-4573-8e22-a6fb9f909441 · outbound
This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.857899Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59773805-4db5-49ce-b21f-c37e2440c9d5 · outbound
This paper cites Diffusion Models for Adversarial Purification.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Diffusion Models for Adversarial Purification
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:28.937593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb23e214-039e-4456-94a5-005b4f7016c1 · outbound
This paper cites Open x-embodiment: Robotic learning datasets and rt-x models: Open x-embodiment col- laboration 0.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Open x-embodiment: Robotic learning datasets and rt-x models: Open x-embodiment col- laboration 0
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:32.730059Z
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 4fa4bae4-9aee-4773-8a88-70aea3636597 · outbound
This paper cites (October 2025).
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:32.503268Z
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 7b544c49-dd99-4e86-b352-d5ac854f5e9c · outbound
This paper cites Octo: An Open-Source Generalist Robot Policy.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Octo: An Open-Source Generalist Robot Policy
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.164039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eeab47e-de2b-417e-ba83-bd455091fb91 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:32.300638Z
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 68cf8e43-07dd-4bfa-b055-c3bb48d85360 · outbound
This paper cites Freezevla: Action-freezing attacks against vision-language-action models.arXiv preprint arXiv:2509.19870.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Freezevla: Action-freezing attacks against vision-language-action models.arXiv preprint arXiv:2509.19870
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.308919Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef70ef77-9b07-45d6-98fb-012fce9eb004 · outbound
This paper cites (2021).{PatchGuard}: A provably robust defense against adversarial patches via small receptive fields and mask- ing.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks (2021).{PatchGuard}: A provably robust defense against adversarial patches via small receptive fields and mask- ing
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:32.060503Z
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 ce74d5e3-7fee-421a-8cd4-6b198907e6a5 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.465513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7537da59-558a-4da6-a313-f7bed1b250f1 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.556897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d0a5c4d-6a19-4c3e-b3cf-fb06e498bd77 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.666665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52edc394-9027-4b1e-9d97-16e4e7596c24 · outbound
This paper cites Richard Yu, Ji Chen, and Bing Dai.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Richard Yu, Ji Chen, and Bing Dai
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:31.863691Z
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 2d31dae1-d9e7-4122-a9b6-c5cc27e41bd4 · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T00:41:31.635460Z
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 7b3b3660-d8bc-4a0f-b56a-e2339f68c3cf · outbound
This paper cites Yu and Amiya Nayak.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Yu and Amiya Nayak
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:31.444553Z
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 a2468512-0c57-47f6-a6cb-baf8a0030dee · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:29.927186Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a83ab1fa-054d-4420-abac-7bec8235f93e · outbound
This paper cites BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:30.013412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73677ddd-b372-4fcb-8b47-4e3a186aabdf · outbound
This paper cites an unresolved cited work.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:30.093706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57d489c9-dbf8-41f1-b0ef-9b7f72f5d3f0 · outbound
This paper cites Rt-2: Vision-language-action models transfer web knowledge to robotic control.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Rt-2: Vision-language-action models transfer web knowledge to robotic control
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T00:41:31.223265Z
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 d5eb3166-26b1-4051-9815-a9767c29c253 · outbound
This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.
VLAGuard: A Framework for Evaluating and Mitigating Physical Attention Hijacking in Vision-Language-Action Robots within Wireless Sensor Networks Universal and Transferable Adversarial Attacks on Aligned Language Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T00:41:30.243616Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.