Paper Citation Record · LEDGER

Adversarial Attack Against Images Classification based on Generative Adversarial Networks

As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 3 inbound Pith citation observations for arXiv:2412.16662.

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

pith.paper-citation-record.v1
2412.16662 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:24:53.286483Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:19:18.445840Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:34:11.911738Z

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy16
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 165cac87-beb8-44bb-85bb-1851c571d8c5 · outbound

This paper cites A survey on generative adversarial net -works: Variants, applications, and training.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks A survey on generative adversarial net -works: Variants, applications, and training

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:54.049250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0b1eb8bd-0924-4c39-ab52-c746e2300cdf · outbound

This paper cites Gener ative adversarial networks.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Gener ative adversarial networks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:54.005713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c858378-da3a-49a6-bbf6-26ea75969765 · outbound

This paper cites Training generative adversarial networks with limited data.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Training generative adversarial networks with limited data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.977889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation da0cafb2-f1da-4e0d-a049-635af3b5bd41 · outbound

This paper cites Generative adversarial networks for image and video synthesis: Algorithms and applications.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Generative adversarial networks for image and video synthesis: Algorithms and applications

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.935272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fb1385ca-cf39-4bfe-b0e4-8d549174988a · outbound

This paper cites Generative adversarial networks in computer vision: A survey and taxon omy.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Generative adversarial networks in computer vision: A survey and taxon omy

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.898310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1888a952-9084-4b92-a1c4-1102a4678869 · outbound

This paper cites Alias -free generative adversarial networks.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Alias -free generative adversarial networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.866632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 260bb5a5-934a-49d0-8921-11bb94a702f0 · outbound

This paper cites A u -net based discriminator for generative adversarial networks.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks A u -net based discriminator for generative adversarial networks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.835524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c7053ee-28d7-4f81-8e5b-1c6a224e40e5 · outbound

This paper cites Regularizing generative adversarial networks under limited da -ta.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Regularizing generative adversarial networks under limited da -ta

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.812293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cda5dc6a-55b6-499d-a552-337766a56c87 · outbound

This paper cites Gradient normalization for generative adversarial networks.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Gradient normalization for generative adversarial networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.791951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aa516a7e-746e-4800-8f9e-7c4b019912a8 · outbound

This paper cites Ccgan: Continuous conditional generative adversarial networks for image generation.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Ccgan: Continuous conditional generative adversarial networks for image generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.773056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12b572c9-0bfd-4119-8f07-ff41ac156c6a · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Explaining and Harnessing Adversarial Examples

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T10:24:53.214142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b112237a-1a26-4157-8b0f-e1ebd5e2763d · outbound

This paper cites Adversarial examples in the physical world.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Adversarial examples in the physical world

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.752868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f85b3b20-5258-4b0e-ac59-b1d109417510 · outbound

This paper cites Adversarial perturbations fool deepfake detectors.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Adversarial perturbations fool deepfake detectors

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.725412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d6c30a7-7d16-43ec-832c-f73cbe46acd0 · outbound

This paper cites Adversarial out-domain examples for generative models.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Adversarial out-domain examples for generative models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.673115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 56506f89-bd47-4f86-a96b-455ad221179c · outbound

This paper cites Trojan attack on deep generative models in autonomous driving.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Trojan attack on deep generative models in autonomous driving

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.648691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6740f6a0-aed1-45a8-90ce-7906049ebeb1 · outbound

This paper cites Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:24:53.413987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14993dc3-59d7-4b6c-880b-37e87a22b71a · outbound

This paper cites Fawkes: Protecting privacy against unauthorized deep learning models.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Fawkes: Protecting privacy against unauthorized deep learning models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.571851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation affa5539-5a7b-4c84-9a9a-3561693031a6 · outbound

This paper cites Disrupting image -translation-based deepfake algorithms with adversaria l attacks.

Adversarial Attack Against Images Classification based on Generative Adversarial Networks Disrupting image -translation-based deepfake algorithms with adversaria l attacks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:24:53.543779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation e83a6ccb-df6b-4d46-a85a-1acd69fa3bab · inbound

Multi-Scale Transformer Architecture for Accurate Medical Image Classification cites this paper.

Multi-Scale Transformer Architecture for Accurate Medical Image Classification Adversarial Attack Against Images Classification based on Generative Adversarial Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T16:19:18.445840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c59042f-7ac2-4ed7-a6f7-716c4132d2ea · inbound

A Deep Learning Approach to Interface Color Quality Assessment in HCI cites this paper.

A Deep Learning Approach to Interface Color Quality Assessment in HCI Adversarial Attack Against Images Classification based on Generative Adversarial Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T20:08:30.872999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ecc013e-8d2f-4ca3-8dde-c89d2060dfa0 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems Adversarial Attack Against Images Classification based on Generative Adversarial Networks

Reference 252

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:34:11.915673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.