Paper Citation Record · LEDGER

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2607.17069.

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

pith.paper-citation-record.v1
2607.17069 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:11:01.270080Z

measured 48 of 48 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:08:37.587592Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e60363f-64c4-4dc1-8470-8579bf8ec2dc · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:56.717880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1fcf7e-0b7f-4e43-8eb8-e17dcc116fb8 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:56.804881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a34131ed-2cf4-4598-8c55-4fe462821c75 · outbound

This paper cites Huang, Z.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Huang, Z

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:56.863323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c595e3dd-7c80-4811-9fae-2d5a97efc1c3 · outbound

This paper cites Huang, Y.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Huang, Y

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:56.943604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c12f254-6da6-48cc-a135-3e8bad93d73b · outbound

This paper cites Hingun, C.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Hingun, C

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:56.999190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28360392-6b64-4d25-9a2d-b675d69034ae · outbound

This paper cites Suryanto, Y.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Suryanto, Y

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:57.168533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d85791e-e8ad-4cd1-b7ef-40b65cc10bb3 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:57.342444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d9f8df-6fbf-446f-a870-c3a9f92f0f64 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:57.521533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 893110de-647c-4129-877b-410d18e44456 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:57.695117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed09a22-8868-4e93-b22a-2908a734bdc9 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:57.837653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3594c20e-1b87-47c0-a926-75e4c4892ecf · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-01T19:10:57.898985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e216522-78b6-43d7-9f38-3a6bf0917537 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.003987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec13f02-229d-4431-a6fa-9f668110eee5 · outbound

This paper cites Accelerating 3D Deep Learning with PyTorch3D.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Accelerating 3D Deep Learning with PyTorch3D

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.078312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0cca62-612e-4431-a5a5-a44ae497be9a · outbound

This paper cites Physical Adversarial Camouflage through Gradient Calibration and Regularization.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Physical Adversarial Camouflage through Gradient Calibration and Regularization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.135925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a799d01-be13-4e3c-964f-33260bcc87be · outbound

This paper cites Liang, S.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Liang, S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.234224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b677a063-5fe6-4f87-ba54-9164a030f464 · outbound

This paper cites Zhang, Z.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Zhang, Z

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.403404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44a80383-770a-4107-a759-fed3017558da · outbound

This paper cites Geirhos, P.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Geirhos, P

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.521520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9488c94e-7745-43e8-a05e-cb853972f0f3 · outbound

This paper cites Burgert, O.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Burgert, O

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.611686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334bd40e-1bf6-4bd2-b6eb-f5af5d254a43 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.710102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a25dcc-d17c-41d7-b446-f2e4b9e712a0 · outbound

This paper cites Dabouei, S.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Dabouei, S

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.790183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f541af0-d682-4848-825f-839cbef0e54e · outbound

This paper cites Gatys, A.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Gatys, A

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:58.910548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbbcc3d7-81f5-4cee-aca7-967dc6d1ca5c · outbound

This paper cites Khromov, S.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Khromov, S

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.018293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a05bed-7f80-4ba9-a661-f00b280f1c83 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.098249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4616eef1-cd63-4726-ace0-bd3ff7cc0d30 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.167899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b046a39e-d5d3-449e-a4d0-cbb2ab211c83 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.207435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d757e7-f645-4053-9543-3a63b990251d · outbound

This paper cites Redmon, A.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Redmon, A

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.312745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcbaba31-6c75-436a-bc53-d254418c40a9 · outbound

This paper cites YOLOv3: An Incremental Improvement.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression YOLOv3: An Incremental Improvement

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.394170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4174da1-c383-4d4f-924f-562f93aa05db · outbound

This paper cites Jocher, A.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Jocher, A

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.461132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d18e339-5538-4c1c-93ab-e38ad6338134 · outbound

This paper cites Jocher, A.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Jocher, A

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.521092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0662c655-8e0b-40d0-983d-527bd23152db · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.667472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e07f256b-5152-44dd-9f51-2fd77dc8a8f7 · outbound

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

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression YOLOv12: Attention-Centric Real-Time Object Detectors

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.735886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd96a5e-af41-4843-9bbc-30acd276e882 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.802805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60c5fa89-0ad4-4686-b693-b823f088b211 · outbound

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

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Deformable DETR: Deformable Transformers for End-to-End Object Detection

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.952886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 934608bc-5936-454e-863d-b687a61f8549 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.086323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 146cf274-f413-4991-913d-ae1ae7faf0f7 · outbound

This paper cites Hu, B.-H.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Hu, B.-H

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.154624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93be9e37-8cf6-44cd-a51b-65da6fd67358 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.213157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f26555e-56b9-49de-a118-8110bc91b5f6 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.336901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267d7022-46f1-40be-aa0a-775825ef6b38 · outbound

This paper cites Wojke, A.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Wojke, A

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.437895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b8fd241-10b8-4c1e-af29-3b567e4d24e1 · outbound

This paper cites Zhang, P.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Zhang, P

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.586678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed98e8a-bc96-4a85-9842-9182e2661419 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.699330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c97da9-6f25-455d-bdf3-8677113223e4 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.815751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e773f465-a90b-4172-936b-2fce0af7fabd · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:00.913020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56db16f-6083-487d-9d10-cdcffb844ad8 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:01.024753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3592eb-76eb-48c7-9dcc-9dfbcc364c78 · outbound

This paper cites Sparse4D v3: Advancing End-to-End 3D Detection and Tracking.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Sparse4D v3: Advancing End-to-End 3D Detection and Tracking

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:01.122561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff940c6-a6b1-43e7-8f5f-b7696e87ea54 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:01.204888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cc3ebed-f446-47b3-833f-40ab60da2663 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T19:11:01.270080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d46fdc-3460-4c92-a1f4-1eb5e5333191 · outbound

This paper cites an unresolved cited work.

AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T19:10:59.584857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 209b6287-1501-4893-a607-3eebc4e121eb · inbound

Detectors Learn the Wrong Thing: Shortcut-Resistant Adversarial Training Against Physically Realizable Attacks cites this paper.

Detectors Learn the Wrong Thing: Shortcut-Resistant Adversarial Training Against Physically Realizable Attacks AdvSerial: Physical Adversarial Attacks on Infrastructure-mounted Pedestrian Detectors via Semantic Feature Suppression

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T08:08:37.587592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.