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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:8495216d6f2ff76b00bda14c17e750a3f4e28b407107db7d459d3fb68641c743

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.270485Z digest=sha256:b4078467c9a115b17bb69c15ba40548ec816cd412fb99702cbd5507b651fd4ae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.395655Z digest=sha256:1bb0243acd128e1a90930cdb69995fa52af1d5f35d3ff0e16572f47eefa4b257

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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verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.468281Z digest=sha256:6e011a61e552be225c250c2228839a8a9eb2d8144c0ce0a8ccce66f272b94aaa

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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raw_fallback, observed 2026-08-07T15:05:53.090481Z

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.

source=pdf_text observed=2026-08-07T15:05:40.582156Z digest=sha256:016ce7591730ca6f73f9b116b2c5e090d4af337e4c36270863179f3b1d8784a8

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.684835Z digest=sha256:1a6f0c92b78ccff2593da9dda05d7a7e3b567cce227da55fceef67e9f5d2128f

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.771046Z digest=sha256:00c5b989f922116510df7507770e99d690abe4b4d2652f27bb1e1c0ccf597e51

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:40.889022Z digest=sha256:8a88dd12caedeeb378bc26bcb6df02382fb6d1dc186c6cfc1475711dd8f88516

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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unresolved
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:a1e0c9a1670b4f9ca99f31583876335235c350f39ed05f2fd0368825f7872b68

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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no resolver link, observed 2026-08-07T15:05:41.200066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:41.200066Z digest=sha256:4f3530173b8e6cbc7ad037f182e857db2f4c3e7c094a03fef90e33a6bedda596

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.305635Z digest=sha256:33c881557f07c051dea125fb66b26831bda3a2834b14f2291e468e5aeef397ec

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.387001Z digest=sha256:48cc0a8c4b63fc1d1f4e8c3466d23292a7447f2752842961d78bf0bf13fd8e30

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.527215Z digest=sha256:5a93b1f6d98224edd5d886fdbc46f90e43740d48c22866951a93910a295121e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.630358Z digest=sha256:4d45ee686b7e24897603389fba8d581dbcade687f92e7b118c3112eb72a4118c

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.679616Z digest=sha256:459e6de1499e66032cf0a1bbd26dbfdb2fb7c37b09b4aa45931a47efdabb8dea

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
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.772759Z digest=sha256:b34386c4091c1e5b79e88c3db82ad1ec35d681dc99f1f76c96515d689d6bfa13

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.890215Z digest=sha256:861f039d856b2c2f781a67986136668a2aa8b10ea515d480bbd14c025c8b7f46

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:41.993334Z digest=sha256:512312c6d9b3b07b9d024c15a7a9e43977c1dee2d60a95dafb455c9c66a0d91b

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:42.098031Z digest=sha256:812385b4fd7ed74e9b264f501df9258a90ad0aa733ae382e16f90dda5eaffb2b

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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no resolver link, observed 2026-08-07T15:05:42.173364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.173364Z digest=sha256:4dc9b2452f7a1f9a2bb7104d9c43247697d858f63d3fb4abb7e62b176a944549

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:42.285282Z digest=sha256:ec239c8b864118a33e5904be0cc4ed66c9f84ced34e66c5de19f0fd6c0008b2c

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=sha256:6bd991105f3753aedd82303a8695a1228da7c111220859589160d722b1e844c2

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

Resolution
verified fuzzy
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:42.482773Z digest=sha256:29212a966e45f69219dbc2f04e1fd597aa64b7814c2924c1e282cd435b840062

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

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:42.618623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:42.618623Z digest=sha256:3fff2694a8df9a2fdb56905f75d97cf0720f214310a271b0b2c81394d1625d46

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

Resolution
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=sha256:73455db512f06ae758cad31ac4b2301d32e819923a4432fefd2ec5f7caa568a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:42.890796Z digest=sha256:f7ac17a42c798d6a1c08cb6460a3c50d8b7ff17e9d99a07c0e1a7f58dc831be8

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

Resolution
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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:b3946939dfc99cc64c1ae55d8b5de440f82e83a30a9beac5cdc4503c16e378e0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.092807Z digest=sha256:df8ef4bdb1b83587bd41bdefec7909c2cf40e4f3e79ddfac00629c1d32d6f6b3

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.195319Z digest=sha256:ed75f2dbc6a664cba5b45db22c7e5c72c4b00d53e9cc7bcaa2e14ca42d690609

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.317688Z digest=sha256:6f5f8ae7f17e7aff44035941ac2427468c9c8f434ae26329dcad2ce9c6903773

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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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:f65d0d01318fc80fcfd7a83b8db52acfc397173a83f0620b4f91ad2d0d83ac65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.584021Z digest=sha256:951d64f06518d26b6aa7be3a83ca993ec2e01a1718eef4ba403f0be956928331

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

Resolution
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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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.700449Z digest=sha256:fb9ffc7d6e1a0bee8b941d67c09de454fa746677a8b102bf981463800e72a586

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.823926Z digest=sha256:93f462dd3706b6cd65bdefd42e193683c65dc7f5a7dc29463f899fdef0c10d72

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:43.953194Z digest=sha256:10a5ac65fd6daa4a1da9a9a27467c1b0ce1a9ef536207e3a3521cb8744589741

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.120362Z digest=sha256:74747a489e15bef01f79f410fdae46996b66558dc2268ec7af898bc74179f8b1

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

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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=sha256:863e1340e7748108633731f154a17b5de54ffd8a57ea45afb207a64a22015f7a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.350074Z digest=sha256:89df899cc05f9daa940c81eb3e300ca5b2a8b48b9fca7370ea1758e9711eccd6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.469926Z digest=sha256:cf7e2bec6b14eb9d6af64f0fdedede1b7393713927c1a527a58f9eb954eacdf2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.556523Z digest=sha256:b4a21bd4a854f6d60caf7d85cf8f8f5db5ce546958d98f65523f536709a700ff

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

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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:d302e1c220d31c64933e39040a848e7dd7ab2d9f9f2ae56f75471238168d2a6e

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:b5fb16c3485ba693ba8449895d1997369a541fb1e3fbe24f4d022262df3bc1f4

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=sha256:11b201170121c4b9505ad473d68d2a0512039fed51a30788982ff54283411c7b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.860992Z digest=sha256:96750e4f9b6476159e7cb424a11662f71ae6aad051ed3d1bb0ffa6f6f90f3279

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=sha256:37e13688f797fa4e791d10b0a0a2dbca8945532286d3c6c2ea368676f207d611

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:44.980496Z digest=sha256:7bb4c7d318d102abdc6d6a05682b0b4edb5135a56d86022aff346716372f7196

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.099324Z digest=sha256:1b9a4c5f530d64c82793d02f3a9ff6e4b366c1b130363717acacae092c58185e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.205692Z digest=sha256:c017a1b5d6668a8821328ab0fffab16b7fc7f744c900d73b06b3c5b643a3fe7c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.360199Z digest=sha256:d8d0c2d44b1e90ab8bd778b2ee106f25d25c94984471c0023159d9cf7c196fa6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.460515Z digest=sha256:622bd1971474b32fbfd3ebd1e95ca3027f46aac306ef7cf218355f89cab1e014

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.594649Z digest=sha256:c4bad609aa0c0c9d74de9bb8f031a625a4c36ccc2b9cc2c076133cdc097f43bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.691112Z digest=sha256:613e99a45cad815a6f2f66d4f1c94e56bccec786547cfa66a4446bb8d93483af

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.807114Z digest=sha256:c1419c862a6a6594571d5a3c4d376f92f1d4f6e9ad85bac167acf19f00cc75a9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:45.898556Z digest=sha256:b83a4baa82594c276a14b864249de88f6caed4906d31ba44a2a6d84afb5b6efd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:46.022683Z digest=sha256:ff2eb0a2b4384c062f98cdc03ae452d648c56f9cb5cccbf1a7d0af6e544c4fb4

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

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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=sha256:61a5d2fedbfe2fffdc7fe0372248d84ad146085665f338295b5b3e6fa0dc52ae

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

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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:fc1af0ca2db338b0ceed48508e608fd5bc8e4b06cc48a054700427742260e117

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:05:46.318842Z digest=sha256:d1bd5b6e6469f6e7630ac41fed443c83331319ae0eeb9694122de15d797b8e7f

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:a473849520aa4048697f2951b69ad246cb28cbc46b79c1b053a880acfe5cd4db

Pith citing papers

No inbound Pith citation observations are available.