Paper Citation Record · LEDGER

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2411.13047.

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

pith.paper-citation-record.v1
2411.13047 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:58:39.252380Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy20
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df6dfbb0-87bd-4a00-a8b3-630dee58cde9 · outbound

This paper cites an unresolved cited work.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:58:39.987590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8eb0cee-1811-4835-87a5-687979e98555 · outbound

This paper cites an unresolved cited work.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:58:39.975416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5ca920e-89a8-4d07-aeb6-79fbf8ddf949 · outbound

This paper cites Turning your weakness into a strength: Watermarking deep neural networks by backdooring.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Turning your weakness into a strength: Watermarking deep neural networks by backdooring

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.963564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c7cca01-3863-4a79-a7a4-50c1b78d42d2 · outbound

This paper cites Self-driving cars dataset.https : //universe.roboflow.com/selfdriving-car- qtywx/self- driving- cars- lfjou, 2023.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Self-driving cars dataset.https : //universe.roboflow.com/selfdriving-car- qtywx/self- driving- cars- lfjou, 2023

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.951136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45e1c645-b4ce-4aca-bcf3-0a433f9e895d · outbound

This paper cites Baddet: Backdoor attacks on object detection.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Baddet: Backdoor attacks on object detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.938540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 254ea304-7b95-47ba-8b4d-414b94d67a95 · outbound

This paper cites Clean-image backdoor: Attacking multi- label models with poisoned labels only.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Clean-image backdoor: Attacking multi- label models with poisoned labels only

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.925194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 39b21916-a15d-4d83-b0dc-1fca344fdded · outbound

This paper cites Attacking by Aligning: Clean-Label Backdoor Attacks on Object Detection.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Attacking by Aligning: Clean-Label Backdoor Attacks on Object Detection

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.929329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d122b21-12e4-4b42-8c6f-95e685e34706 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors The cityscapes dataset for semantic urban scene understanding

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.934170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c783530c-7c06-429d-b0a9-8b51a1eebc41 · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.904278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c5e0a8d-af8f-4c73-a815-20de7b6b3448 · outbound

This paper cites Everingham, L.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Everingham, L

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.827292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76c0e88c-01c6-4717-9571-a385aa4756f4 · outbound

This paper cites Planting undetectable backdoors in machine learning models.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Planting undetectable backdoors in machine learning models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.785775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca0972d5-7eb8-4329-a1cc-eae2f1068de2 · outbound

This paper cites Choquette-Choo, Varun Chan- drasekaran, and Nicolas Papernot.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Choquette-Choo, Varun Chan- drasekaran, and Nicolas Papernot

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.773374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d80e1aa-79f6-4b93-85bf-822f1e4cdbff · outbound

This paper cites Defending against model stealing via verifying embedded external features.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Defending against model stealing via verifying embedded external features

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.760169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0f7d2f2f-d436-4570-ba2a-015ba35444a4 · outbound

This paper cites Fine- pruning: Defending against backdooring attacks on deep neural networks.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Fine- pruning: Defending against backdooring attacks on deep neural networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.746591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9a06249-8032-4cd3-894d-59050f7b4b7a · outbound

This paper cites Untargeted backdoor attack against object detection.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Untargeted backdoor attack against object detection

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.732929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0fb0df4-f65c-456c-af59-5e799f1f4c7f · outbound

This paper cites Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.965502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5fb4708-68ed-416c-8fbb-2455b7af2d5d · outbound

This paper cites Al-Sarawi, Surya Nepal, and Derek Abbott.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Al-Sarawi, Surya Nepal, and Derek Abbott

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.719687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7badc905-23d0-4547-bcaf-3cb700ec9ffd · outbound

This paper cites Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.974307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc660949-6b6e-40e2-9ec0-86ada525094c · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.Advances in neural information process- ing systems, 28, 2015.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Faster r-cnn: Towards real-time object detection with region proposal networks.Advances in neural information process- ing systems, 28, 2015

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.706607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59bed89a-ca1b-43cb-85d2-6fe17df07797 · outbound

This paper cites Fine-Tuning Is All You Need to Mitigate Backdoor Attacks.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Fine-Tuning Is All You Need to Mitigate Backdoor Attacks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.983225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6447d236-d569-4416-a723-5f4026dc2fc7 · outbound

This paper cites Dimon, Keith Manville, and Michael Krumdick.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Dimon, Keith Manville, and Michael Krumdick

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.692582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cfc6c1b9-8f30-4ab6-a5ce-3ab1dc03f27d · outbound

This paper cites an unresolved cited work.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:58:39.649081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f5a4fc7-fe69-46a2-9a81-9230c83ef110 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T16:58:38.995212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ec63fc3-ba07-4a16-bb78-9a200804456b · outbound

This paper cites Reiter, and Thomas Ristenpart.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Reiter, and Thomas Ristenpart

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.528063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e6ff4a3-50b6-429d-b5d0-7b604f32dac3 · outbound

This paper cites Walls, and Nicolas Papernot.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Walls, and Nicolas Papernot

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.511510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9059e8a3-8166-4b2f-b0b9-3a424f9a8940 · outbound

This paper cites Embedding watermarks into deep neural networks.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Embedding watermarks into deep neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.496108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07c6a19f-32f5-4d89-a11d-05586d472698 · outbound

This paper cites an unresolved cited work.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:58:39.477867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 48cd1a3d-ee7a-450e-bd60-aa6ae3c4d0d8 · outbound

This paper cites Seeing is not believing: Camouflage attacks on image scaling algorithms.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Seeing is not believing: Camouflage attacks on image scaling algorithms

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.457472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fa83a083-7297-49f3-bbc6-4d99a9c68264 · outbound

This paper cites Stoecklin, Heqing Huang, and Ian Molloy.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors Stoecklin, Heqing Huang, and Ian Molloy

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.439516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6f01eb2-fc38-4638-9769-9ab9a464597c · outbound

This paper cites odd BB detector.

Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors odd BB detector

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:58:39.418626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.