Pith. sign in

Paper Citation Record · LEDGER

RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2405.20112.

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

pith.paper-citation-record.v1
2405.20112 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:32:25.066985Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T03:29:29.847102Z

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 ec7fb8df-8d8b-499f-ad42-a66d97236f15 · inbound

Time Step Generating: A Universal Synthesized Deepfake Image Detector cites this paper.

Time Step Generating: A Universal Synthesized Deepfake Image Detector RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T19:06:51.444971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:06:51.444971Z digest=sha256:d9af42581435d60cc1a36e6fb19cf9eaea64881fa761de0239b425342fb0d403

Observation c3ab4d68-e6d2-4578-a777-edb989606d62 · inbound

Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models cites this paper.

Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T10:36:11.825900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:36:11.825900Z digest=sha256:6013d38706bb50f90c0883b804320e3b298d506c29416983dbf093a1adb09ddf

Observation 777c91ac-d90a-458c-af53-369ab441a817 · inbound

Any-Resolution AI-Generated Image Detection by Spectral Learning cites this paper.

Any-Resolution AI-Generated Image Detection by Spectral Learning RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-12T10:17:41.434022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:17:41.434022Z digest=sha256:9b95bfcec50293d5cdb4b01e765a22cd38645a99a9fb23434c9377a7247ed6b6

Observation 8c68d69e-afe5-44ca-819c-1e37f3dd642e · inbound

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images cites this paper.

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-23T07:17:42.129833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-23T07:17:06.269807Z digest=sha256:7c231ef1edc2c9523145b8c1e32e22f7c5f949e18855ad28858a9b5417f36b18

Observation fef54579-496e-4292-9081-c1f229abe02c · inbound

Toward Generalizable Forgery Detection and Reasoning cites this paper.

Toward Generalizable Forgery Detection and Reasoning RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 74

Resolution
verified exact
arxiv_id, observed 2026-05-22T22:27:12.461359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-22T22:26:49.062978Z digest=sha256:b3be6cd19c5c194c7a611970a75d74c0f45a47f457d98a43fdfae1dca0b63547

Observation 998bc8bb-91d7-4741-97ca-b36bd3d701ac · inbound

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images cites this paper.

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T11:32:25.066985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:32:25.066985Z digest=sha256:28d3f78b341fb10c98b33488f722cf10f7c8aedce11fd33e7134df20a544d81c

Observation 2ac0e4a3-1be5-48e4-a5d4-18b4f53ac443 · inbound

Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection cites this paper.

Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:01:36.949688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:01:36.949688Z digest=sha256:15a3f880467407c15588e4d974d2c29dcce135f33f7292401cd148954020c8d6

Observation 8b9faeb0-27fc-40cc-b347-9c3f768dc88f · inbound

Rethinking Data Protection in the (Generative) Artificial Intelligence Era cites this paper.

Rethinking Data Protection in the (Generative) Artificial Intelligence Era RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:19.555743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:19.555743Z digest=sha256:daa06c8330adb14ae8118ed9e95120f0977dc535e91f3b1f88e5995c97ea55b9

Observation 4cfb0e05-1427-4997-ada2-582b79201593 · inbound

Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters? cites this paper.

Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters? RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-21T23:34:26.589142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-21T23:31:40.691896Z digest=sha256:099a0732c584079758b116414d85c4b44c41cd517bbbe4c06b4a64833e49547c

Observation 6674b22d-b233-4c79-b43d-4d9a08be6254 · inbound

RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry cites this paper.

RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-02T19:39:16.431596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:39:16.431596Z digest=sha256:6ffa200dbf700f7bbd1fce2d620d5a8d511e934731f9878aa21d41078d95ae79

Observation c868f141-fe17-4a24-ba23-e3bbeda3a87e · inbound

Enhancing Self-Supervised Talking Head Forgery Detection via a Training-Free Dual-System Framework cites this paper.

Enhancing Self-Supervised Talking Head Forgery Detection via a Training-Free Dual-System Framework RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:51:30.421847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T01:23:27.355803Z digest=sha256:df61b01e91896b699a68ab932c1178a573910a2ef679fd4dbf6e6d255a53cdad

Observation 4e245a5a-92b7-415f-a0b7-010d0f2065a1 · inbound

Intermediate Representations are Strong AI-Generated Image Detectors cites this paper.

Intermediate Representations are Strong AI-Generated Image Detectors RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-11T17:56:06.736175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T16:55:44.000342Z digest=sha256:7419c5614a88072ec94b21156a4059d0be6814ca67dcd8942ad1c82aab358c4b

Observation e22d15aa-91ed-4726-b17d-ca16bafc8a9c · inbound

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts cites this paper.

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:11:25.043300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T04:30:55.547341Z digest=sha256:5a33e83d777ceaccd6cd947332fd11ee478173243fa67a99bcdf3068d644072f

Observation fb4063a4-bf4e-452c-9a45-313a86c142e2 · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:43:58.695502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-21T05:43:20.457145Z digest=sha256:5d8f638f9d4b7f759fc17a60226982c88eff8fbbaa2c309fa3d345f48a867cd6

Observation a702ab20-2a80-4c82-9e1d-020a33a81fed · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-22T10:04:47.276884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-22T10:02:20.521421Z digest=sha256:11877d694e8c42697b66513117f2dc46c523d497b888e83870edcf3fef1d5f37

Observation 133cb20d-83c8-4352-8213-afc1092660f7 · inbound

Findings of the Counter Turing Test: AI-Generated Image Detection cites this paper.

Findings of the Counter Turing Test: AI-Generated Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-30T17:34:57.778954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-30T17:29:30.513227Z digest=sha256:57e7537b6ce1d267a1bbe503049df42c554d05efc2bc891440be1dd03f46b76f

Observation 6d91f593-8ffd-40ff-b568-acbff5610b50 · inbound

HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection cites this paper.

HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-06-29T18:53:51.112180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T18:51:53.451225Z digest=sha256:0dba4a0a33309a470029418bb3e47ceab48e87b1f12cfee860a35c51c355c681

Observation fc5a83b2-5b91-4865-8590-3209e7ba0a0a · inbound

DRIFT: From Robustness Gaps to Invariance Manifolds for AI-Generated Image Detection cites this paper.

DRIFT: From Robustness Gaps to Invariance Manifolds for AI-Generated Image Detection RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T16:37:09.176536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T22:33:47.940072Z digest=sha256:82e8a7bc85f48cc42fe470360085aa7c3f333f4902ba570e52cb6c1f77c54598

Observation 57a2ecb1-4fd2-491a-8ef6-f75e2a7d3928 · inbound

How Fragile Are Training-Free AI-Generated Image Detectors? A Controlled Audit of Score Direction, Preprocessing, and Compression cites this paper.

How Fragile Are Training-Free AI-Generated Image Detectors? A Controlled Audit of Score Direction, Preprocessing, and Compression RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:29:29.850031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T18:03:36.063596Z digest=sha256:101ceae846d3493bb64f3a7aec374cbf21a5756840d4f8b1674acae370c03827

Observation 82875b46-03fa-4d5b-8a16-60340ad090b3 · inbound

Effective Synthetic Image Detection via Noise Residual Clustering cites this paper.

Effective Synthetic Image Detection via Noise Residual Clustering RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-14T09:57:11.905725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T09:57:11.905725Z digest=sha256:dfcfb8e9a5ca80d3e1fbaceb8f687d56265d0de4b95275a5086d6f041252737d

Observation ae675d92-98c2-40f5-9f75-d54d2b275866 · inbound

GLID: Gated Local Intrinsic Dimension Repairs the Blind Spots of Face-Forgery Detectors cites this paper.

GLID: Gated Local Intrinsic Dimension Repairs the Blind Spots of Face-Forgery Detectors RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T14:29:52.275157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:29:52.275157Z digest=sha256:d90027365ec79a374710952cfd35aaf757bd30cc8e68192dff6dc2e5fb4e6a3a

Observation 7b1e3018-2fce-44dc-b77e-5d5b3087c2a6 · inbound

RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images cites this paper.

RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-03T16:20:01.085125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T16:20:01.085125Z digest=sha256:55692b9d63eea38488fb20237a782409254e00194c286c19fdfba3f40961d649

Observation e4f82ad3-f765-46f1-aa88-b18155370877 · inbound

Foundation Models are Implicit Deepfake Detectors cites this paper.

Foundation Models are Implicit Deepfake Detectors RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T17:41:09.375667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:41:09.375667Z digest=sha256:534f3f25b96345ddd8b54f8d835fe944038a9ab1f30d98c91152e861c11de76b