Paper Citation Record · LEDGER

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization

As of 9 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2511.07210.

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

pith.paper-citation-record.v1
2511.07210 v3

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:12:48.607215Z

measured 19 of 19 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 2026-08-03T07:45:50.024606Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e28b1343-ee1d-4f20-8639-cf96281c1b1e · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.328965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30fb700c-49a9-47f4-9dfc-e60f083eaa66 · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.829267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39f6d815-779c-4b8a-b52c-1a04aa548a6f · outbound

This paper cites 2023): Introduces a random color space shift between -0.1 and 0.1, specifically targeting color-based backdoors in datasets like CIFAR-10.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2023): Introduces a random color space shift between -0.1 and 0.1, specifically targeting color-based backdoors in datasets like CIFAR-10

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:48.131216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972481df-b696-45dc-b526-d3b17b6f7ad4 · outbound

This paper cites 2020): Reduces the color-bit depth of test images to 5 bits.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2020): Reduces the color-bit depth of test images to 5 bits

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:48.241250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b434d76-4b73-44f3-a702-f4c3fced7e15 · outbound

This paper cites 2021): Applies stochas- tic affine transformation to each test image as a defense.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2021): Applies stochas- tic affine transformation to each test image as a defense

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:12:48.318239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 500cb48b-d4e3-450a-ab58-c31360cf312a · outbound

This paper cites 2016), we identified that certain parameters, such as the learning rate and information loss weight, are crucial for convergence.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2016), we identified that certain parameters, such as the learning rate and information loss weight, are crucial for convergence

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.546488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df01d7d-4ae3-4f60-8055-d21a26f2fa67 · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.749079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fefbe72-b0c6-4d99-912f-3cf87c38a16e · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:12:47.880795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ab2bed-6bde-4f56-8153-4f37d184b72c · outbound

This paper cites 2023): Applies JPEG com- pression to all testing images at 75% quality.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2023): Applies JPEG com- pression to all testing images at 75% quality

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.949977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e3cf6c0-25da-4026-92aa-064c5a96e081 · outbound

This paper cites 2023): Applies Gaussian blur with a kernel size of 3 pixels to each image.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization 2023): Applies Gaussian blur with a kernel size of 3 pixels to each image

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:48.015921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d11a7c2-db8e-42be-9a92-44dc85e3917f · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:48.403657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 154f5237-5d02-489f-af77-62b5fedf976e · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:48.529619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03290967-5d79-46fa-8301-aa6a375593f2 · outbound

This paper cites We conducted experiments by adding triggers to all images in both the training and testing datasets while preserving the original labels.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization We conducted experiments by adding triggers to all images in both the training and testing datasets while preserving the original labels

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-03T23:12:48.607215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 581f8390-930b-4900-be79-00f36228f022 · outbound

This paper cites Rethinking the Trigger of Backdoor Attack.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Rethinking the Trigger of Backdoor Attack

Reference 645

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.051719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c77162-2288-4be4-a65e-b81e8e9fe3e4 · outbound

This paper cites an unresolved cited work.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Unresolved cited work

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.633218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3017ff30-7ece-4cea-803a-f39a71ebc655 · outbound

This paper cites The batch size for all experiments is 256, with a weight decay of 1e-5.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization The batch size for all experiments is 256, with a weight decay of 1e-5

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.455063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c959bb-54f9-4d45-bee8-3f87929668f1 · outbound

This paper cites InProceedings of the 30th ACM International Conference on Multimedia, 2957–2968.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization InProceedings of the 30th ACM International Conference on Multimedia, 2957–2968

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:46.896906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f01aadf6-9b89-4d9e-988e-0051fda59f66 · outbound

This paper cites Zeng, Y .; Pan, M.; Just, H.

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization Zeng, Y .; Pan, M.; Just, H

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T23:12:47.182192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7733a6b5-8d83-4186-ab05-69f3217ba958 · inbound

From Internal Diagnosis to External Auditing: A VLM-Driven Paradigm for Data-Free Online Backdoor Defense cites this paper.

From Internal Diagnosis to External Auditing: A VLM-Driven Paradigm for Data-Free Online Backdoor Defense Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T07:45:50.024606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.