Paper Citation Record · LEDGER

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2507.18457.

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

pith.paper-citation-record.v1
2507.18457 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:36:33.512905Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

35 of 35 outbound references displayed

verified exact3
verified fuzzy4
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 502b8a1e-d608-4e69-8a1f-c206e93009e0 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:31.544050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a106704c-1ce2-4977-a5b4-7c0444321338 · outbound

This paper cites write newline.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:31.579044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5a90c6a-4367-407a-b353-7fbfd47883ad · outbound

This paper cites J.; and Ward, R.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols J.; and Ward, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:34.419291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation adc5caf1-c333-48bc-93cf-2b4fe0ae5e27 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.390632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation eb7648f2-c6c7-465a-90d2-f0afdda38fc8 · outbound

This paper cites A.; Fu, K.; and Mao, Z.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols A.; Fu, K.; and Mao, Z

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:34.360926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a0641384-e0ae-4be5-b6fd-88e3b3c37276 · outbound

This paper cites Adversarial Objects Against LiDAR-Based Autonomous Driving Systems.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Adversarial Objects Against LiDAR-Based Autonomous Driving Systems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:31.893968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9deb9612-84c1-407e-927a-b7c1cbca306f · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:31.994751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613a5899-8df2-4335-88a8-046d29fe23f9 · outbound

This paper cites KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:36:33.705687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62a40c31-3957-459d-84b2-ef63c5f9f047 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.308032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bc863d63-5749-4dd3-82ab-a7c83a2a48ae · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:32.296908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d223de56-a400-4421-958f-78fe9b266575 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.263505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da6675e5-06f9-473f-9f15-ab9bee7b6bb7 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.239905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d15ba03d-b971-4a97-a90d-8e0b8df6384f · outbound

This paper cites J.; and Bengio, S.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols J.; and Bengio, S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:34.219835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c3739f57-f2b2-46a8-8151-670ffb8510eb · outbound

This paper cites H.; Vora, S.; Caesar, H.; Zhou, L.; Yang, J.; and Beijbom, O.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols H.; Vora, S.; Caesar, H.; Zhou, L.; Yang, J.; and Beijbom, O

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:32.751252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2c718c-ae43-4b78-8d10-78ec3845a9db · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.165433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 24793fed-6886-48e2-bffd-d82b8ddd8a8e · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.142945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0cf09097-0ec2-4e88-805d-03f5df49bbe5 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.113381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dd4bbced-781b-4375-a76d-44644a397043 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:33.144321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdaeb5c0-504c-4def-b55a-391ceb950d84 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:33.228815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f7b1b5a-43e3-4c69-88cf-96af5674b291 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.052886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bca8ef73-cde3-46c3-b8ba-871cb146b253 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:34.023274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8024a44f-6cd2-4ec7-a721-919aa87f70d9 · outbound

This paper cites A.; and Mao, Z.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols A.; and Mao, Z

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:33.991789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f043b6da-2974-4650-9d0f-6aa1d2f5e2b4 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.970429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 327a36a9-c782-4259-a7c4-8fc8cfd5f804 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.943336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4672da19-38da-4391-84a3-f01ba49f1848 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.912700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 92a37b76-2007-44df-8cb1-e1558b13bc26 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.888251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 04aa17ee-32ab-4474-88a3-f1d46ab04953 · outbound

This paper cites Geometry-Aware Generation of Adversarial Point Clouds.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Geometry-Aware Generation of Adversarial Point Clouds

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:33.432729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d651a358-00b0-4469-8baa-965eb3da9c91 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:33.440725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01fc3592-3cad-4f0a-bee1-4f16b027f926 · outbound

This paper cites Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:36:33.657411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 70d437a6-11df-41c3-809a-c489aa13549a · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.849508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 169ab115-7157-4d49-a8cc-2a913e654ec4 · outbound

This paper cites 3D Adversarial Attacks Beyond Point Cloud.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols 3D Adversarial Attacks Beyond Point Cloud

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:36:33.619557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab69be20-237b-4275-9769-8949cda7a1f5 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.830909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5e488993-18ce-4624-9594-fbce255aa3ff · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.784576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c67daea0-da4e-4793-90a7-23f698cccc66 · outbound

This paper cites Invisible Mask: Practical Attacks on Face Recognition with Infrared.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Invisible Mask: Practical Attacks on Face Recognition with Infrared

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:33.502551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a835bcbc-af87-4e9f-8e09-0f8fb190bb70 · outbound

This paper cites an unresolved cited work.

Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:36:33.759789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.