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Paper Citation Record · LEDGER

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2505.16402.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.16402 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:46.425293Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy41
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b294fc08-f071-46d5-b22c-c40bdbf064ee · outbound

This paper cites Adversarial Patch.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial Patch

Reference 1

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unresolved
no resolver link, observed 2026-08-07T15:05:40.195013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:40.195013Z digest=sha256:b56e807dfe76fd2d3a1c52e2d58f7ddb2fdf0a1d92c908e4104ed6d93ef62a14

Observation 59fc76ae-ab2b-4479-84fa-d4269797129a · outbound

This paper cites Camopatch: An evolutionary strategy for generating camoflauged adversarial patches,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Camopatch: An evolutionary strategy for generating camoflauged adversarial patches,

Reference 2

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raw_fallback, observed 2026-08-07T15:05:53.378835Z

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.

source=pdf_text observed=2026-08-07T15:05:40.270485Z digest=sha256:1488489710a8e9b4b3965f828a84e88210d5ed485e3e0b0ad4c0523c40f784a5

Observation e1d4974f-730c-4c68-b844-d27ab7c8952e · outbound

This paper cites Stealthy and effective physical adversarial attacks in autonomous driving,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Stealthy and effective physical adversarial attacks in autonomous driving,

Reference 3

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raw_fallback, observed 2026-08-07T15:05:53.301502Z

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.

source=pdf_text observed=2026-08-07T15:05:40.395655Z digest=sha256:b95385e8cf0e6719f4bd8a7f00bfdd46373b913f8572b8c529e473e0f831355a

Observation df57fa6f-5701-43d9-b45a-5eaf87b5b0f0 · outbound

This paper cites Simultaneously optimizing perturbations and positions for black-box adversarial patch attacks,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Simultaneously optimizing perturbations and positions for black-box adversarial patch attacks,

Reference 4

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raw_fallback, observed 2026-08-07T15:05:53.205846Z

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.

source=pdf_text observed=2026-08-07T15:05:40.468281Z digest=sha256:d01b82d76d4a6d68757e5419796efab7c06232e45ee686bb1a186fb6f675d22b

Observation e3a7ba28-e017-4bac-8d63-7e9ff3b7dd26 · outbound

This paper cites Eap: An effective black-box impersonation adversarial patch attack method on face recognition in the physical world,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Eap: An effective black-box impersonation adversarial patch attack method on face recognition in the physical world,

Reference 5

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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.

source=pdf_text observed=2026-08-07T15:05:40.582156Z digest=sha256:bf3a3e9ea34401b824ca9925e979da346b3d15c344f013640a7ce253520faac4

Observation 7495cf1f-b8f7-4f5c-a450-7c4d08f4e35f · outbound

This paper cites Fooling human detectors via robust and visually natural adversarial patches,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Fooling human detectors via robust and visually natural adversarial patches,

Reference 6

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raw_fallback, observed 2026-08-07T15:05:52.978248Z

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.

source=pdf_text observed=2026-08-07T15:05:40.684835Z digest=sha256:51bdf802f029f9e38af485fe9bbf938fa634db0e368bbb53ad2cd53f9c555103

Observation 1dc2eac2-08ea-4938-87fa-1234bf4cc29e · outbound

This paper cites Deep learning-based few-shot person re-identification from top-view rgb and depth images,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Deep learning-based few-shot person re-identification from top-view rgb and depth images,

Reference 7

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raw_fallback, observed 2026-08-07T15:05:52.870335Z

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.

source=pdf_text observed=2026-08-07T15:05:40.771046Z digest=sha256:64f99fa33f2d92e8f22ac4f88e6730767643da08760bed64c2000212e9e3e84b

Observation f9c36cb8-dc4c-44d3-9a7d-3f5e92906262 · outbound

This paper cites Fooling automated surveillance cameras: adversarial patches to attack person detection,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Fooling automated surveillance cameras: adversarial patches to attack person detection,

Reference 8

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raw_fallback, observed 2026-08-07T15:05:52.769941Z

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.

source=pdf_text observed=2026-08-07T15:05:40.889022Z digest=sha256:d1a378152251527f69256a41d0e9d41ca824b35526d844cf258c07fadc56b232

Observation cc2f081d-c734-4c59-bc96-926897c9cbb3 · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Faster r-cnn: Towards real-time object detection with region proposal networks,

Reference 9

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no resolver link, observed 2026-08-07T15:05:40.978536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:40.978536Z digest=sha256:f8bfa93877905e68b57350f5f3a9df307e02b43553dfa7429e9a09a096841afe

Observation 114e0314-ebb5-4f3f-9630-bf7684f5d134 · outbound

This paper cites End-to-end object detection with transformers,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems End-to-end object detection with transformers,

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:41.200066Z digest=sha256:8b116486e9143cafd2acf8d367c81ab514bb2460ecc4fe8d80d59ca314130caf

Observation 554e68b8-91c0-4e1b-8cc7-7faaf10f3255 · outbound

This paper cites Adversarial texture for fooling person detectors in the physical world,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial texture for fooling person detectors in the physical world,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:52.665153Z

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.

source=pdf_text observed=2026-08-07T15:05:41.305635Z digest=sha256:2c695205d9c8940d69e5c417bb5103345eb763f7780d82899640b282ecfbe592

Observation cd94f752-f6a4-44f9-8e9b-3410c9064c62 · outbound

This paper cites Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Learning Transferable 3D Adversarial Cloaks for Deep Trained Detectors

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:05:46.808764Z

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.

source=pdf_text observed=2026-08-07T15:05:41.387001Z digest=sha256:5e2fc22fb2f5fe1a4b1cfdf0db0376a612be599699cc989576e5e9ef4d45d6db

Observation fe3b3c5d-c593-4925-81e2-07e340fb4a1e · outbound

This paper cites Adversarial t-shirt! evading person detectors in a physical world,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial t-shirt! evading person detectors in a physical world,

Reference 14

Resolution
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raw_fallback, observed 2026-08-07T15:05:52.560124Z

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.

source=pdf_text observed=2026-08-07T15:05:41.527215Z digest=sha256:fd552a13b8a87141522aaa6fb0b049951b564e111cf4b9283bd2f7e585f5e22f

Observation 242908f1-ae85-4829-8ab5-982d2541e876 · outbound

This paper cites Adversarial objectness gradient attacks in real-time object detection systems,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial objectness gradient attacks in real-time object detection systems,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:52.457072Z

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.

source=pdf_text observed=2026-08-07T15:05:41.630358Z digest=sha256:1337f6b7af783f7572e41e9c16b9228824b00435ba13111d812bfec34917a0b0

Observation 09f68886-057f-4480-a8b0-208c643e8f9d · outbound

This paper cites Naturalistic physical adversarial patch for object detectors,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Naturalistic physical adversarial patch for object detectors,

Reference 16

Resolution
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raw_fallback, observed 2026-08-07T15:05:52.331235Z

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.

source=pdf_text observed=2026-08-07T15:05:41.679616Z digest=sha256:6172d44ce2b73e945a78d882cbeb68cb75fac9ce39d51df06739e8dc21f1455c

Observation 102eba8a-d9b9-4206-bfa8-88b0efebe0a3 · outbound

This paper cites Dap: A dynamic adversarial patch for evading person detectors,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Dap: A dynamic adversarial patch for evading person detectors,

Reference 17

Resolution
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raw_fallback, observed 2026-08-07T15:05:52.241431Z

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.

source=pdf_text observed=2026-08-07T15:05:41.772759Z digest=sha256:d05b95e2ab868e8f3024402c203f374726e04ba064d224153c4196189427ef48

Observation b11ca903-0953-4b93-8145-a74ec0e9d2fe · outbound

This paper cites Pad: Patch-agnostic defense against adversarial patch attacks,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Pad: Patch-agnostic defense against adversarial patch attacks,

Reference 18

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raw_fallback, observed 2026-08-07T15:05:52.150965Z

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.

source=pdf_text observed=2026-08-07T15:05:41.890215Z digest=sha256:03343136195787188ef261945c687e084bf704fea96f43d33b7ebb235cc67c37

Observation 49186be2-5b10-438d-a662-543179f7fa24 · outbound

This paper cites Physically realizable natural-looking clothing textures evade person detectors via 3d modeling,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Physically realizable natural-looking clothing textures evade person detectors via 3d modeling,

Reference 19

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raw_fallback, observed 2026-08-07T15:05:52.056265Z

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.

source=pdf_text observed=2026-08-07T15:05:41.993334Z digest=sha256:6907f32c95c73f11f91e801c3041ec33872612cf05e6c96a60adad1b3fcc8c0a

Observation e740d650-c1c0-4c63-90a8-dd34f7ca1b83 · outbound

This paper cites Reap: a large-scale realistic adversarial patch benchmark,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Reap: a large-scale realistic adversarial patch benchmark,

Reference 20

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raw_fallback, observed 2026-08-07T15:05:51.899948Z

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.

source=pdf_text observed=2026-08-07T15:05:42.098031Z digest=sha256:583bb50dfa9b55781d47bccfb4be20d67d01d8920bbd7ac15fb7959bf33e252f

Observation f518c8ce-8b97-4e85-9f89-6a991bcf2e22 · outbound

This paper cites nuscenes: A multimodal dataset for autonomous driving,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems nuscenes: A multimodal dataset for autonomous driving,

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.173364Z digest=sha256:250de8e2fa6616be63ebc31b4678c78b3ab7528ea1fedc3d603bd37b881d72dd

Observation 848b69bf-03a8-45d2-a64b-3b671c43c072 · outbound

This paper cites Yolo9000: better, faster, stronger,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Yolo9000: better, faster, stronger,

Reference 22

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raw_fallback, observed 2026-08-07T15:05:51.622021Z

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.

source=pdf_text observed=2026-08-07T15:05:42.285282Z digest=sha256:bfb97837b7385deba94fccc524d6d763ddfdfe5a15cc0e6425d76a18ee263d4f

Observation b3ab7286-07e1-400e-8699-0f2a2efd0b42 · outbound

This paper cites YOLOv3: An Incremental Improvement.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems YOLOv3: An Incremental Improvement

Reference 23

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no resolver link, observed 2026-08-07T15:05:42.373493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.373493Z digest=sha256:ddc7f50eddec64724e921d0d2c05b3df60d87b63e9443f09b72255869bc2c23e

Observation d1362225-2722-4101-8257-99f1a58ae3ff · outbound

This paper cites ultralytics/yolov5: v3. 0,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems ultralytics/yolov5: v3. 0,

Reference 24

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raw_fallback, observed 2026-08-07T15:05:51.356674Z

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.

source=pdf_text observed=2026-08-07T15:05:42.482773Z digest=sha256:cd7d863b0336b961135f2eb149f8930cfb6f13ec650c04c6c66b0192d2d43e74

Observation ace7d5dd-faad-48bd-8f4d-9aa4aff04f2b · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.618623Z digest=sha256:4c32d06f79af8885842d88e0f23743397a14a2a2dd2a323bc8c595522182f32b

Observation def365d7-bbf4-49c2-8f32-2322f3a281d9 · outbound

This paper cites Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Reference 26

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unresolved
no resolver link, observed 2026-08-07T15:05:42.756290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.756290Z digest=sha256:15c6342e092306723c6e69432e91591bd79b03f6b28f2608c5e020ec3fc1634e

Observation 0f7e6527-8efd-4d45-9a3c-ead560581d84 · outbound

This paper cites T-sea: Transfer-based self-ensemble attack on object detection,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems T-sea: Transfer-based self-ensemble attack on object detection,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:51.122815Z

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.

source=pdf_text observed=2026-08-07T15:05:42.890796Z digest=sha256:370c19ab0955685598b329767613897b903dc58ba959610824ba7df604bd9410

Observation 61dd13cd-68f6-4048-941a-72961d47081d · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 28

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no resolver link, observed 2026-08-07T15:05:43.027320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:43.027320Z digest=sha256:ebd5292b796d2e674985efbe3f98f90e269acf74223f745b539dee770d939585

Observation a5940445-076a-4a7f-a62e-c5b15659830a · outbound

This paper cites Fca: Learning a 3d full- coverage vehicle camouflage for multi-view physical adversarial attack,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Fca: Learning a 3d full- coverage vehicle camouflage for multi-view physical adversarial attack,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:50.845301Z

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.

source=pdf_text observed=2026-08-07T15:05:43.092807Z digest=sha256:ece382afdf54fdbfc7b98d43abe385b7b1ef7adced94be5e9c061103953ce8fc

Observation bfd95bcf-0783-4e4f-a879-d73c67ad6785 · outbound

This paper cites Intelligent amphibious ground-aerial vehicles: State of the art technology for future transportation,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Intelligent amphibious ground-aerial vehicles: State of the art technology for future transportation,

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-07T15:05:50.657559Z

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.

source=pdf_text observed=2026-08-07T15:05:43.195319Z digest=sha256:9a73e21d5dec0a314af2a8edf057ff05e8b88d131d130f948ef968c9ed359da2

Observation 9a4cb7b9-bddc-4490-85eb-0ac60e28ea36 · outbound

This paper cites An ar-based meta vehicle road cooperation testing systems: framework, components modeling and an implementation example,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems An ar-based meta vehicle road cooperation testing systems: framework, components modeling and an implementation example,

Reference 31

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raw_fallback, observed 2026-08-07T15:05:50.431823Z

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.

source=pdf_text observed=2026-08-07T15:05:43.317688Z digest=sha256:fb0eca28250e0bd71f368504a997d25524f0e98e0422c18864d5053b57ad1ecd

Observation 20e26ac6-407c-4224-91f6-aeb153988d4e · outbound

This paper cites Street-view image generation from a bird’s-eye view layout,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Street-view image generation from a bird’s-eye view layout,

Reference 32

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unresolved
no resolver link, observed 2026-08-07T15:05:43.464564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:43.464564Z digest=sha256:994f2e4e3917750c1fd2b202ed7f6171620d3f3ff615c22462f312ed8cc1fa47

Observation 01a002df-7539-41b7-a323-afb7e2a0a32f · outbound

This paper cites Advswap: Covert adversarial perturba- tion with high frequency info-swapping for autonomous driving perception,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Advswap: Covert adversarial perturba- tion with high frequency info-swapping for autonomous driving perception,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:50.225805Z

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.

source=pdf_text observed=2026-08-07T15:05:43.584021Z digest=sha256:05bb263fdcc80bf05861620b4a3300182da3df36a86b9edf1d2698dbca1faf5f

Observation 9dc24e80-b575-488e-89ff-4df1bbd9cb86 · outbound

This paper cites Attention-disentangled re-id network for unsupervised domain adaptive person re-identification,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Attention-disentangled re-id network for unsupervised domain adaptive person re-identification,

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.995361Z

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.

source=pdf_text observed=2026-08-07T15:05:43.700449Z digest=sha256:91b9f58006728f2f37a73ac38fe3e82790cadff03a27d77b2134508314c20103

Observation 84755ef6-3b19-4b4c-aca8-c51495ca0fd9 · outbound

This paper cites Adversarial examples for vehicle detection with projection transformation,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial examples for vehicle detection with projection transformation,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.775230Z

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.

source=pdf_text observed=2026-08-07T15:05:43.823926Z digest=sha256:2cfb52ac7079e5a91e88b1462550c7a674f919dd9b643372efbfb116875412ee

Observation a5f7a010-efa3-4534-99c2-d3cf33c27b95 · outbound

This paper cites Toward robust 3d perception for autonomous vehicles: A review of adversarial attacks and countermeasures,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Toward robust 3d perception for autonomous vehicles: A review of adversarial attacks and countermeasures,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.525535Z

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.

source=pdf_text observed=2026-08-07T15:05:43.953194Z digest=sha256:e83976f0179e394a9cfea0d52ff0c979e5d3a9263219914daeb6b6cf39496d6a

Observation fceddb7c-7c76-4c97-b663-5c3b27bcedae · outbound

This paper cites Deep networks with stochastic depth,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Deep networks with stochastic depth,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.333990Z

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.

source=pdf_text observed=2026-08-07T15:05:44.120362Z digest=sha256:a0a7a6b03fce19c722adcab1aad1aaba24146a015e88239acd69696bd8ddf6b6

Observation 71765079-8f32-42c9-aa3e-0c9964973e14 · outbound

This paper cites Uv-attack: Physical-world adversarial attacks for person detection via dynamic-nerf-based uv mapping,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Uv-attack: Physical-world adversarial attacks for person detection via dynamic-nerf-based uv mapping,

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:44.230644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:44.230644Z digest=sha256:cde8a3627e8445cfa1ed0ca495de8de87aafecf24857a90f788b2c78f049d01d

Observation 106e4986-7ae6-4d1a-8318-6b6ada6f3600 · outbound

This paper cites Physical adversarial attack meets computer vision: A decade survey,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Physical adversarial attack meets computer vision: A decade survey,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.208048Z

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.

source=pdf_text observed=2026-08-07T15:05:44.350074Z digest=sha256:7adc747073ebb06a7ab9913f40c35f02f5a35977e55bcfd6315dc4cebaf36bbd

Observation d9f3725f-5d4e-40a3-819b-21066508fb21 · outbound

This paper cites Force-based representation for non-rigid shape and elastic model estimation,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Force-based representation for non-rigid shape and elastic model estimation,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:49.106760Z

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.

source=pdf_text observed=2026-08-07T15:05:44.469926Z digest=sha256:08121d6bd56bc8908bfcf2162196bfb9b341c1639e316b773b8ebcdaf3f10ff5

Observation 22111197-4f08-4148-9215-4ce3dd5be2a2 · outbound

This paper cites Garnet++: Im- proving fast and accurate static 3d cloth draping by curvature loss,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Garnet++: Im- proving fast and accurate static 3d cloth draping by curvature loss,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.923296Z

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.

source=pdf_text observed=2026-08-07T15:05:44.556523Z digest=sha256:aaed5e2718c8da844a64573363ac28cc0544b5a9ddcb3fdb260d56bfda539986

Observation ee707c59-0913-46a5-9721-9770ac02d18b · outbound

This paper cites Ultralytics yolov8,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Ultralytics yolov8,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:44.661586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:44.661586Z digest=sha256:09538adb795243a8f0e416f595724af20c43482472b7fc8fee2332b69c7d2465

Observation 42f645a0-5f2b-4adf-93ee-820fa0574fe3 · outbound

This paper cites Ultralytics yolo11,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Ultralytics yolo11,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:44.731307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:44.731307Z digest=sha256:ef97bd76728dd9a3a32fd539f6df49e5b254d9094ad8dc01cd16445f92e6e6f4

Observation 790f3a1c-f7f1-468e-ab57-b634577b89cc · outbound

This paper cites YOLOv12: Attention-Centric Real-Time Object Detectors.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems YOLOv12: Attention-Centric Real-Time Object Detectors

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:44.796167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:44.796167Z digest=sha256:44575dc90bbfee59aeaa4f6b3882f06dad10add56b92019d12d433e5c9044dde

Observation 7840e154-0acc-4f2a-8af2-17cf1638efbd · outbound

This paper cites Shakedrop regularization,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Shakedrop regularization,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.805087Z

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.

source=pdf_text observed=2026-08-07T15:05:44.860992Z digest=sha256:b36a9751338ef9bbfd6d6734f1be89c8f3b4899b2296751c7606687167bbe52e

Observation 8cdeca79-48e2-4533-9a04-0f4b245e98c8 · outbound

This paper cites Histograms of oriented gradients for human detection,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Histograms of oriented gradients for human detection,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:44.921988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:44.921988Z digest=sha256:203f7c64f368ca075e6f1a3a199bbe9b2c5ad6915b0100d0090330a5c7556a53

Observation 6fbe4ae7-1e66-4215-b176-a8b9f9de5bfb · outbound

This paper cites Microsoft coco: Common objects in context,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Microsoft coco: Common objects in context,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.648073Z

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.

source=pdf_text observed=2026-08-07T15:05:44.980496Z digest=sha256:53f6e26cfdc8cc7efb5a75058346df7cbe706b52d6aa66a4cc77c58dbdb7cd33

Observation f9167b61-5d56-4769-9372-a773e59888d4 · outbound

This paper cites Black-box adversarial attacks against image quality assessment models,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Black-box adversarial attacks against image quality assessment models,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.503484Z

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.

source=pdf_text observed=2026-08-07T15:05:45.099324Z digest=sha256:a6d4b7caa62ab721d8b49596dc6c12728935167db52519c5d3f338ea93f718a5

Observation ff36c0fd-fe3a-4652-ad3b-fb9a5d078809 · outbound

This paper cites So-yolov8: A novel deep learning-based approach for small object detection with yolo beyond coco,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems So-yolov8: A novel deep learning-based approach for small object detection with yolo beyond coco,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.371808Z

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.

source=pdf_text observed=2026-08-07T15:05:45.205692Z digest=sha256:a33b192c47c542391a743505c3e6c91fba96168c604f492b1b6bd2d167591f5f

Observation f162f3dd-a02c-46d6-bd9b-99ebbaef581d · outbound

This paper cites State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.201497Z

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.

source=pdf_text observed=2026-08-07T15:05:45.360199Z digest=sha256:348b5a73d21029591b0186b4643b8a5f41b081507e0d44aac166dd6a58c3db8d

Observation 0349f20b-b7ef-4910-af76-a1d06083bcd9 · outbound

This paper cites Evaluating adversarial attacks on driving safety in vision- based autonomous vehicles,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Evaluating adversarial attacks on driving safety in vision- based autonomous vehicles,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:48.067872Z

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.

source=pdf_text observed=2026-08-07T15:05:45.460515Z digest=sha256:e496ce501aab71b53790a0dfdc176dfe9220ed57acb0c2c5adcafa50ed3528a5

Observation a585fe4f-5253-4c26-b067-e9e2a921214f · outbound

This paper cites A transformer-based adversarial network frame- work for steganography,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems A transformer-based adversarial network frame- work for steganography,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.922213Z

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.

source=pdf_text observed=2026-08-07T15:05:45.594649Z digest=sha256:e85ba98f17bbb05fef4fb0fbe312292e58a27494cbe0825bc6a04df4fceeaad8

Observation c2412b11-76a0-4664-ae77-8a372b919a92 · outbound

This paper cites Mining the benefits of two-stage and one-stage hoi detection,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Mining the benefits of two-stage and one-stage hoi detection,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.734463Z

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.

source=pdf_text observed=2026-08-07T15:05:45.691112Z digest=sha256:556b5f7601f58f2b0ac474969736334f4236f71f574b571a2afaee088f9eae15

Observation 6cf9bf9d-2c24-491c-89af-1d3c8eea45b0 · outbound

This paper cites A survey and evaluation of adversarial attacks in object detection,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems A survey and evaluation of adversarial attacks in object detection,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.562651Z

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.

source=pdf_text observed=2026-08-07T15:05:45.807114Z digest=sha256:dcea5cb32a535476667b78b61f875b37084da146dadc152db493e92697615e27

Observation 199e4b7a-13ad-4e3c-b244-ed196d2bada1 · outbound

This paper cites Adversarial attack and defense of yolo detectors in autonomous driving scenarios,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial attack and defense of yolo detectors in autonomous driving scenarios,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.415285Z

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.

source=pdf_text observed=2026-08-07T15:05:45.898556Z digest=sha256:e205aba78fc2d2915205a8bd3bdbeada27be2d7e16d873fde8d10819e5baa75e

Observation 507b7116-ba43-4db8-b553-d44d494586ae · outbound

This paper cites Adversarial attacks on faster r-cnn object detector,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial attacks on faster r-cnn object detector,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.236197Z

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.

source=pdf_text observed=2026-08-07T15:05:46.022683Z digest=sha256:93af8c3a578faba2ea89796afd68ffaf78059a97aa6aea108e2c1d65d9bc765b

Observation 744b3f33-fe80-4b88-93dd-5f710e820754 · outbound

This paper cites On the Adversarial Robustness of Vision Transformers.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems On the Adversarial Robustness of Vision Transformers

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:46.120059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:46.120059Z digest=sha256:74ba95900f7aefe748c6cc4a9392e2676cdbd0c675dd9721ee485c0e09571b90

Observation 0109a09b-f852-4b79-889e-c5e432b5d8cb · outbound

This paper cites From patches to pictures (paq-2-piq): Mapping the perceptual space of picture quality,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems From patches to pictures (paq-2-piq): Mapping the perceptual space of picture quality,

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:46.221545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:46.221545Z digest=sha256:26ab0e2a7f8b6474edd68d48d627e569641dc04cc8b2197b653b15650ad5cee9

Observation c7a150a0-ddc7-42e2-8dfe-80d743ab5c5c · outbound

This paper cites Napguard: Towards detecting naturalistic adversarial patches,.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Napguard: Towards detecting naturalistic adversarial patches,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:05:47.043488Z

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.

source=pdf_text observed=2026-08-07T15:05:46.318842Z digest=sha256:c7121da98ab9f44ac7b7682738e6f5e241e9181e078c6a05987532a0f274c211

Observation 8575730e-53bd-49d0-9576-09323b6f50f4 · outbound

This paper cites Adversarial Examples in the Physical World: A Survey.

AdvReal: Physical Adversarial Patch Generation Framework for Security Evaluation of Object Detection Systems Adversarial Examples in the Physical World: A Survey

Reference 60

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unresolved
no resolver link, observed 2026-08-07T15:05:46.425293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:46.425293Z digest=sha256:9ceeb20155ae44a4516d518b985babd1a2e02e5a6d43426152c7a03824077c8a

Pith citing papers

No inbound Pith citation observations are available.