Paper Citation Record · LEDGER

Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2201.08970.

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

pith.paper-citation-record.v1
2201.08970 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:13.731835Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T00:25:48.521822Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bdffe064-5624-4c31-9c7e-cad3d7f9d80c · inbound

Visual Adversarial Attack on Vision-Language Models for Autonomous Driving cites this paper.

Visual Adversarial Attack on Vision-Language Models for Autonomous Driving Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-23T16:35:42.187234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 218de7a9-17bd-4f9f-87a0-8b5f770bdce1 · inbound

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025 cites this paper.

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025 Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:13.731835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e3c128-5646-46c5-9450-b62f35601e4c · inbound

3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation cites this paper.

3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:53.490631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac66848a-75df-49cf-ad9e-6c76115f3964 · inbound

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

Physical Adversarial Camouflage through Gradient Calibration and Regularization Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:16.689453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede44c2b-e913-4bba-8e9e-c1a5d7c474ea · inbound

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles cites this paper.

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T18:34:43.154882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c755ab02-f62e-473f-81de-3193ebead5e4 · inbound

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models cites this paper.

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:05:49.199039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09477d44-6e4f-4874-a6e8-2e1c3392d845 · inbound

Multimodal Backdoor Attack on VLMs for Autonomous Driving via Graffiti and Cross-Lingual Triggers cites this paper.

Multimodal Backdoor Attack on VLMs for Autonomous Driving via Graffiti and Cross-Lingual Triggers Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T21:55:49.703623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 94cdb41f-a7d8-4e6e-835f-2d2fd27caffd · inbound

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents cites this paper.

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:15:22.096348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f2cb308-5f85-4145-aec0-9c9ec86f55ea · inbound

Budget-Aware Adaptive Adversarial Patches for Black-Box Object Detection cites this paper.

Budget-Aware Adaptive Adversarial Patches for Black-Box Object Detection Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:55.711151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95e8162c-6f7f-424b-9b70-e310c96c74a6 · inbound

Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective cites this paper.

Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-07-09T00:25:48.523417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.