Paper Citation Record · LEDGER

Unified Face Attack Detection via Fine-Grained Semantic Guidance

As of 11 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.08156.

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

pith.paper-citation-record.v1
2607.08156 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T12:11:32.558332Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

32 of 32 outbound references displayed

verified exact4
verified fuzzy27
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75e1f4a8-c3b6-431a-a8f8-8b0e7d4b99e1 · outbound

This paper cites Unified Physical-Digital Face Attack Detection.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Unified Physical-Digital Face Attack Detection

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:17:03.862275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95de0a16-8271-40c9-866f-f1e441f3d3bb · outbound

This paper cites Unified detection of digital and physical face attacks,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Unified detection of digital and physical face attacks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.520414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5cfbdf96-c4f8-452a-b060-d79bfeb3eba0 · outbound

This paper cites End-to- end reconstruction-classification learning for face forgery detection,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance End-to- end reconstruction-classification learning for face forgery detection,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.518485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e484a88f-da5b-4146-82bf-37bb81836ec4 · outbound

This paper cites Face x-ray for more general face forgery detection.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Face x-ray for more general face forgery detection

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.522833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eeeea065-72f9-49db-a262-ee43cdc9a8fd · outbound

This paper cites Vl-fas: Domain generalization via vision-language model for face anti-spoofing,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Vl-fas: Domain generalization via vision-language model for face anti-spoofing,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.516814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6730fb68-7813-45ff-b225-f3a5b968b1e9 · outbound

This paper cites Mfclip: Multi-modal fine-grained clip for generalizable diffusion face forgery detection,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Mfclip: Multi-modal fine-grained clip for generalizable diffusion face forgery detection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.515026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 50d97cb1-2a56-42df-973e-35cc50490869 · outbound

This paper cites Tf-fas: twofold-element fine-grained semantic guidance for generaliz- able face anti-spoofing,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Tf-fas: twofold-element fine-grained semantic guidance for generaliz- able face anti-spoofing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.513450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1da00c5b-1cbb-45af-9f82-220e0a54c28a · outbound

This paper cites Ms-ufad: A large-scale dataset for real-world unified face attack detection with text descriptions,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Ms-ufad: A large-scale dataset for real-world unified face attack detection with text descriptions,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.510974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d40ba60-4e13-487c-9872-5c37e25af79b · outbound

This paper cites Score-cam: Score-weighted visual explanations for convo- lutional neural networks.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Score-cam: Score-weighted visual explanations for convo- lutional neural networks

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.509209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 763aeeb0-b807-4cd5-94c0-7086b40d4089 · outbound

This paper cites Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.506703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b10021e4-42a2-4555-b3f5-96fb44f42911 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Unified Face Attack Detection via Fine-Grained Semantic Guidance InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T12:17:03.856346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f5da216-865c-44d4-8220-b43405edaeb4 · outbound

This paper cites Faceforensics++: Learning to detect manipulated facial images.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Faceforensics++: Learning to detect manipulated facial images

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.505007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3c8bb632-51d3-45f8-817f-4a8fcd9a1722 · outbound

This paper cites Celeb-df: A large-scale challenging dataset for deepfake forensics,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Celeb-df: A large-scale challenging dataset for deepfake forensics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.502366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2ee30a09-2e5e-4abf-a6fc-c9d7a1ca85fb · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

Unified Face Attack Detection via Fine-Grained Semantic Guidance The DeepFake Detection Challenge (DFDC) Dataset

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:17:03.845909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 73bdfd8d-62ea-4959-bd65-fe8920946769 · outbound

This paper cites Oulu-npu: A mobile face presentation attack database with real-world variations.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Oulu-npu: A mobile face presentation attack database with real-world variations

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.500489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d8bd7846-a85d-4e99-9f34-3e3c9022f0f6 · outbound

This paper cites Casia-surf: A large-scale multi-modal benchmark for face anti-spoofing,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Casia-surf: A large-scale multi-modal benchmark for face anti-spoofing,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.498825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 90e43df0-d6a2-44e7-bb42-e4eb101b54e6 · outbound

This paper cites Celeba- spoof: Large-scale face anti-spoofing dataset with rich annotations,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Celeba- spoof: Large-scale face anti-spoofing dataset with rich annotations,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.497123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d8812386-c22b-4923-bf64-409e3cbef7f4 · outbound

This paper cites Towards general visual-linguistic face forgery detection,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Towards general visual-linguistic face forgery detection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.495125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bfecf890-c35d-4570-847d-27a544aed5e4 · outbound

This paper cites Common sense reasoning for deepfake detection,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Common sense reasoning for deepfake detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.493463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation babf02f3-3cba-402f-ad29-4a63f8a86cba · outbound

This paper cites Face anti-spoofing based on color texture analysis,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Face anti-spoofing based on color texture analysis,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.524593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36c25359-e3e3-422d-b36f-9cdf25d56a82 · outbound

This paper cites Context based face anti- spoofing,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Context based face anti- spoofing,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.491781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d742cd0-d7e7-47f4-a3b0-33ca51885e0a · outbound

This paper cites Secure face unlock: Spoof detection on smartphones,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Secure face unlock: Spoof detection on smartphones,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.489517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cfdef945-0387-45ea-adcb-4ec8c3a17d4c · outbound

This paper cites Face anti-spoofing using patch and depth-based cnns.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Face anti-spoofing using patch and depth-based cnns

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.487270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8dc68f79-8456-4890-9a80-dbbf7d7fe011 · outbound

This paper cites Detecting deepfakes with self-blended images,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Detecting deepfakes with self-blended images,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.484419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 42eb92c5-847a-45fe-ac3d-d4461f169adc · outbound

This paper cites Ucf: Uncovering common features for generalizable deepfake detection,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Ucf: Uncovering common features for generalizable deepfake detection,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.482810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0426c929-398b-4f3b-bd05-e8d995bc8d6c · outbound

This paper cites Learning transferable visual models from natural language supervision.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Learning transferable visual models from natural language supervision

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.533758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 87312838-5fd1-4a15-a680-04eec2f32176 · outbound

This paper cites Rethinking vision- language model in face forensics: Multi-modal interpretable forged face detector.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Rethinking vision- language model in face forensics: Multi-modal interpretable forged face detector

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.531265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7b5851bc-c06b-4a2e-a0a0-5dae1266025b · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.536263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cca71056-c299-48b2-b721-83f772a0674a · outbound

This paper cites FILIP: Fine-grained interactive language-image pre-training,.

Unified Face Attack Detection via Fine-Grained Semantic Guidance FILIP: Fine-grained interactive language-image pre-training,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.528800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a86fb9c2-976c-45a3-8803-432c5f612633 · outbound

This paper cites Decoupled Weight Decay Regularization.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Decoupled Weight Decay Regularization

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:17:03.859402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e44f9c44-18dd-428c-860f-106bc6b80770 · outbound

This paper cites Deep residual learning for image recognition.

Unified Face Attack Detection via Fine-Grained Semantic Guidance Deep residual learning for image recognition

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T12:17:04.527058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 934f7588-cd50-4ca2-83e7-a597fce10f55 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Unified Face Attack Detection via Fine-Grained Semantic Guidance An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-10T12:17:03.851654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.