Paper Citation Record · LEDGER

AuthGuard: Generalizable Deepfake Detection via Language Guidance

As of 8 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2506.04501.

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

pith.paper-citation-record.v1
2506.04501 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:45:47.134620Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T09:16:37.881212Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

verified exact2
verified fuzzy21
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7014873-266e-4f16-9f12-af24d182bca5 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.596525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fdee53-5f56-4278-8634-0ce265220d22 · outbound

This paper cites An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape.

AuthGuard: Generalizable Deepfake Detection via Language Guidance An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.613542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d01fff9-610d-45a8-b594-26fd4ba3a424 · outbound

This paper cites GPT-4 Technical Report.

AuthGuard: Generalizable Deepfake Detection via Language Guidance GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.627769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4615a5-959f-4d9d-af07-47c03cfaa22d · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.635326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5298d2a-f244-4bfe-89e5-2eb26234bc90 · outbound

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

AuthGuard: Generalizable Deepfake Detection via Language Guidance End-to-end reconstruction- classification learning for face forgery detection

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:49.135739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63bd1e5b-6843-4148-8af2-0fb8bb3c3031 · outbound

This paper cites Data uncertainty learning in face recognition.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Data uncertainty learning in face recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:49.096935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04d1b791-a7aa-4ad7-8782-e84bf583ae44 · outbound

This paper cites AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors.

AuthGuard: Generalizable Deepfake Detection via Language Guidance AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.669511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5591d57e-fc15-42bb-883b-c9801db74f22 · outbound

This paper cites Generic attention- model explainability for interpreting bi-modal and encoder- decoder transformers.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Generic attention- model explainability for interpreting bi-modal and encoder- decoder transformers

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:49.050628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e0c3b7f-e857-4e75-b8dd-ae6f41039c9d · outbound

This paper cites Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:49.010546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20f507a5-e873-4015-8752-2e6468f5646c · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.982825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a3f8370-f2c5-4011-97b2-04e2850cf9d0 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Gonzalez, Ion Stoica, and Eric P

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.698599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e18f138a-3ad3-41da-80bb-ea4a1aebedc9 · outbound

This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.See https://vicuna.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.See https://vicuna

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.940562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a185239e-8708-4d67-b790-3e2c3591119a · outbound

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

AuthGuard: Generalizable Deepfake Detection via Language Guidance The DeepFake Detection Challenge (DFDC) Dataset

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.716104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18e3cb57-efee-4312-98e9-a6e1d1530ad4 · outbound

This paper cites Generative adversarial networks.Commu- nications of the ACM, 63(11):139–144, 2020.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Generative adversarial networks.Commu- nications of the ACM, 63(11):139–144, 2020

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.723118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d80ea5-8d06-458e-8252-3017e74a4f66 · outbound

This paper cites Deepfake detection by human crowds, machines, and machine-informed crowds.Proceedings of the National Academy of Sciences, 119(1):e2110013119, 2022.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Deepfake detection by human crowds, machines, and machine-informed crowds.Proceedings of the National Academy of Sciences, 119(1):e2110013119, 2022

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.889511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f3ed0e4-9529-4f4f-843e-c9a9e349aac3 · outbound

This paper cites Denoising diffu- sion probabilistic models.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Denoising diffu- sion probabilistic models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.854168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 430bd83c-b33f-4afb-8c56-2d9ef792c3b7 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

AuthGuard: Generalizable Deepfake Detection via Language Guidance LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.749786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5ab276-b927-4ffd-87fb-e2c1beda8c57 · outbound

This paper cites Implicit identity driven deepfake face swapping detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Implicit identity driven deepfake face swapping detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.759904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46631243-b187-4d44-9df0-1a96ddfa3aa6 · outbound

This paper cites Auto-Encoding Variational Bayes.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Auto-Encoding Variational Bayes

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.769008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52469fff-c880-4864-b7af-8aafb8befe88 · outbound

This paper cites Deepfake detection: humans vs. machines.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Deepfake detection: humans vs. machines

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:47.867622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cbe6a97d-ecd5-44bf-88a4-9698de9d2e1d · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

AuthGuard: Generalizable Deepfake Detection via Language Guidance LLaVA-OneVision: Easy Visual Task Transfer

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.792517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19030386-83ec-47bd-99f7-09ca66e508c3 · outbound

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

AuthGuard: Generalizable Deepfake Detection via Language Guidance Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.801051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c3b8fea-0bd5-4d11-ab3d-571257cb2323 · outbound

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

AuthGuard: Generalizable Deepfake Detection via Language Guidance Face x-ray for more gen- eral face forgery detection

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.793380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c0c942a4-136e-4c3e-bcbb-4f7ecff8efeb · outbound

This paper cites Celeb-df: A large-scale challenging dataset for deep- fake forensics.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Celeb-df: A large-scale challenging dataset for deep- fake forensics

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.817639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 027cd1c0-3f89-4dc4-925b-e7876d9985a5 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Rouge: A package for automatic evaluation of summaries

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.830548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b210ae1b-1bce-4eea-8d21-7fb88bef373b · outbound

This paper cites Spatial- phase shallow learning: rethinking face forgery detection in frequency domain.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Spatial- phase shallow learning: rethinking face forgery detection in frequency domain

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.711072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82bdf173-4237-4223-ab80-b7d0dd570381 · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.845111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ca8cf7c-960e-41e1-b703-cff616e6707b · outbound

This paper cites Improved baselines with visual instruction tuning.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Improved baselines with visual instruction tuning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.668878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0ef91032-fb38-4cb6-b574-abca231be531 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

AuthGuard: Generalizable Deepfake Detection via Language Guidance RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.858464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc39b9a-9495-46d6-993d-49e7135b9f15 · outbound

This paper cites Ursa: Under- standing and verifying chain-of-thought reasoning in multi- modal mathematics.arXiv preprint arXiv:2501.04686, 2025.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Ursa: Under- standing and verifying chain-of-thought reasoning in multi- modal mathematics.arXiv preprint arXiv:2501.04686, 2025

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.864917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82028d24-a5a4-46d3-9a16-d698019a8443 · outbound

This paper cites Gener- alizing face forgery detection with high-frequency features.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Gener- alizing face forgery detection with high-frequency features

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.644614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 775da920-1448-4995-924e-0657aeca03ab · outbound

This paper cites Llama 3.2: Revolutionizing edge AI and vision with open, customizable models, 2024.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Llama 3.2: Revolutionizing edge AI and vision with open, customizable models, 2024

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.612002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cda8ec1-9ea2-41d0-98fb-42ac1146e203 · outbound

This paper cites Detect fakes: Overview, n.d.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Detect fakes: Overview, n.d

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.578363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e89e5a91-be44-42a6-891b-52638e2a74d0 · outbound

This paper cites Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.907408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff2f56e5-167c-449b-bc3a-e368a4998cfc · outbound

This paper cites Core: Consistent repre- sentation learning for face forgery detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Core: Consistent repre- sentation learning for face forgery detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.914024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b9bed74-cfd5-43d2-81ed-4a1fdc659e68 · outbound

This paper cites X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning.

AuthGuard: Generalizable Deepfake Detection via Language Guidance X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.925326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7411271b-a900-40dc-904a-fc3ed780b20a · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Bleu: a method for automatic evaluation of machine translation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.940171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b785e31-f025-4851-a185-790420fd22e4 · outbound

This paper cites Deepfake generation and detection: A benchmark and survey.arXiv preprint arXiv:2403.17881, 2024.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Deepfake generation and detection: A benchmark and survey.arXiv preprint arXiv:2403.17881, 2024

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.947876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c641640d-9b18-426b-915f-0a7ce2e77330 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

AuthGuard: Generalizable Deepfake Detection via Language Guidance SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.954651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e75cb0-632a-4871-8eee-d5e5a8093835 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Learning transferable visual models from natural language supervi- sion

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.481743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e37dca7a-e8c5-421f-a0cc-40a1958d8b13 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

AuthGuard: Generalizable Deepfake Detection via Language Guidance High-resolution image synthesis with latent diffusion models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.970638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b658083-8d65-49c0-9eeb-d53c07439038 · outbound

This paper cites FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces.

AuthGuard: Generalizable Deepfake Detection via Language Guidance FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.977936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b99eda7-22b9-4ba8-8aaa-5c7a3c2bf4b0 · outbound

This paper cites Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:46.986006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0825a4-396d-49ea-ae61-29c509aa78da · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural In- formation Processing Systems, 35:25278–25294, 2022.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural In- formation Processing Systems, 35:25278–25294, 2022

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.394261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac1d7633-4a27-44d2-aa71-bebcf2ceddde · outbound

This paper cites Probabilistic face embeddings.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Probabilistic face embeddings

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.006225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01187ff-8798-4d0b-b39f-c8d238375d68 · outbound

This paper cites Detecting deep- fakes with self-blended images.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Detecting deep- fakes with self-blended images

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.013711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ad1b49-366d-43de-9d78-db6fe67ca4b9 · outbound

This paper cites Instruction tuning on large language models to improve reasoning per- formance.Authorea Preprints, 2024.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Instruction tuning on large language models to improve reasoning per- formance.Authorea Preprints, 2024

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.324556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2df364e0-6f11-4018-80ff-649b8331f042 · outbound

This paper cites Cider: Consensus-based image description evalua- tion.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Cider: Consensus-based image description evalua- tion

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.029112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1521898-9d9c-4e61-a628-de975e340053 · outbound

This paper cites Principles of Designing Robust Remote Face Anti-Spoofing Systems.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Principles of Designing Robust Remote Face Anti-Spoofing Systems

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:45:47.366856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39aab4c5-03fd-49d8-82f7-1197cb14f1ff · outbound

This paper cites Tall: Thumbnail layout for deepfake video detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Tall: Thumbnail layout for deepfake video detection

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.048668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeaaa776-7e42-4976-b0f8-f8b60a036962 · outbound

This paper cites Ucf: Uncovering common features for generalizable deep- fake detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Ucf: Uncovering common features for generalizable deep- fake detection

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.056315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b0de51-3374-4f0f-9453-4d91fea9854b · outbound

This paper cites DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.064037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22abbb42-5150-4747-9c8e-5da1f1d1abb3 · outbound

This paper cites Transcending forgery specificity with latent space augmentation for generalizable deepfake detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Transcending forgery specificity with latent space augmentation for generalizable deepfake detection

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.222344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ea7bc958-a7a9-4965-8a3c-3ecca8ec2892 · outbound

This paper cites DF40: Toward Next-Generation Deepfake Detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance DF40: Toward Next-Generation Deepfake Detection

Reference 54

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Observation 8cd507e0-f6eb-4e01-85b0-18ee04296f5e · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

AuthGuard: Generalizable Deepfake Detection via Language Guidance IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.088319Z

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Observation ac132d48-f44e-4abc-b9f7-669fc92f487c · outbound

This paper cites Boosting continual learning of vision-language models via mixture-of-experts adapters.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Boosting continual learning of vision-language models via mixture-of-experts adapters

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.199280Z

Source-reported events for the cited work

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Observation ad5f5d77-b3e2-45ae-adde-b254625f9db5 · outbound

This paper cites Unified physical-digital attack detection chal- lenge.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Unified physical-digital attack detection chal- lenge

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.173804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fda4294a-86e1-4153-8ded-36a03dfec196 · outbound

This paper cites Common Sense Reasoning for Deepfake Detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Common Sense Reasoning for Deepfake Detection

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:47.116835Z

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Observation ec544a0a-1323-4d3c-a760-a5dc3a24a418 · outbound

This paper cites Learning self-consistency for deepfake detection.

AuthGuard: Generalizable Deepfake Detection via Language Guidance Learning self-consistency for deepfake detection

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:48.142479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 044c57a6-8884-4af3-aa2c-89a8966b0f08 · inbound

Detecting AI-Generated Video: A Vision-Language Dual-View Survey cites this paper.

Detecting AI-Generated Video: A Vision-Language Dual-View Survey AuthGuard: Generalizable Deepfake Detection via Language Guidance

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-14T09:16:37.881212Z

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