Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation | Paper Citation Record

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This paper cites A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Reference 1

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This paper cites Diffusion models for impercepti- ble and transferable adversarial attack.IEEE Transactions on Pattern Analysis and Machine Intelligence, pages 1–17,.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Diffusion models for impercepti- ble and transferable adversarial attack.IEEE Transactions on Pattern Analysis and Machine Intelligence, pages 1–17,

Reference 2

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This paper cites Hierarchical cross-modal talking face generation with dynamic pixel-wise loss.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Hierarchical cross-modal talking face generation with dynamic pixel-wise loss

Reference 3

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This paper cites Content-based unrestricted ad- versarial attack.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Content-based unrestricted ad- versarial attack

Reference 4

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This paper cites Echomimic: Lifelike audio-driven portrait animations through editable landmark conditioning, 2024.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Echomimic: Lifelike audio-driven portrait animations through editable landmark conditioning, 2024

Reference 5

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This paper cites Out of time: auto- mated lip sync in the wild.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Out of time: auto- mated lip sync in the wild

Reference 6

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This paper cites You said that?BMVC, 2017.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation You said that?BMVC, 2017

Reference 7

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This paper cites Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation

Reference 8

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This paper cites On the detection of digital face manipulation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation On the detection of digital face manipulation

Reference 9

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This paper cites Boosting adversarial at- tacks with momentum.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Boosting adversarial at- tacks with momentum

Reference 10

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This paper cites Evading defenses to transferable adversarial examples by translation-invariant attacks.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Evading defenses to transferable adversarial examples by translation-invariant attacks

Reference 11

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This paper cites Implicit generation and model- ing with energy based models.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Implicit generation and model- ing with energy based models

Reference 12

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This paper cites Taming transformers for high-resolution image synthesis.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Taming transformers for high-resolution image synthesis

Reference 13

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Navi- gation instruction generation with bev perception and large language models

Reference 14

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This paper cites Efficient emotional adaptation for audio-driven talking-head generation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Efficient emotional adaptation for audio-driven talking-head generation

Reference 15

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This paper cites Patch-wise attack for fooling deep neu- ral network.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Patch-wise attack for fooling deep neu- ral network

Reference 16

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This paper cites Generative adversarial nets.Advances in neural information processing systems, 27, 2014.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Generative adversarial nets.Advances in neural information processing systems, 27, 2014

Reference 17

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This paper cites Explaining and Harnessing Adversarial Examples.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Explaining and Harnessing Adversarial Examples

Reference 18

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This paper cites Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One

Reference 19

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This paper cites Ad-nerf: Audio driven neural ra- diance fields for talking head synthesis.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Ad-nerf: Audio driven neural ra- diance fields for talking head synthesis

Reference 20

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This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30, 2017.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30, 2017

Reference 21

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This paper cites Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models

Reference 22

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This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 23

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This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 24

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This paper cites Progressive growing of gans for improved quality, stability, and variation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Progressive growing of gans for improved quality, stability, and variation

Reference 25

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This paper cites Kingma and Max Welling.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Kingma and Max Welling

Reference 26

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This paper cites Ad- versarial examples in the physical world.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Ad- versarial examples in the physical world

Reference 27

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This paper cites Unganable: Defending against gan- based face manipulation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Unganable: Defending against gan- based face manipulation

Reference 28

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This paper cites Mist: Towards Improved Adversarial Examples for Diffusion Models.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Mist: Towards Improved Adversarial Examples for Diffusion Models

Reference 29

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This paper cites Adversarial example does good: Preventing paint- ing imitation from diffusion models via adversarial exam- ples.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Adversarial example does good: Preventing paint- ing imitation from diffusion models via adversarial exam- ples

Reference 30

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This paper cites Flow Matching for Generative Modeling.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Flow Matching for Generative Modeling

Reference 31

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Fre- quency domain model augmentation for adversarial attack

Reference 32

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This paper cites Decoupled Weight Decay Regularization.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Decoupled Weight Decay Regularization

Reference 33

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This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 34

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Diffusion Models for Adversarial Purification

Reference 35

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation High-resolution image synthesis with latent diffusion models

Reference 36

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This paper cites Faceforen- sics++: Learning to detect manipulated facial images.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Faceforen- sics++: Learning to detect manipulated facial images

Reference 37

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This paper cites Dis- rupting deepfakes: Adversarial attacks against conditional image translation networks and facial manipulation systems.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Dis- rupting deepfakes: Adversarial attacks against conditional image translation networks and facial manipulation systems

Reference 38

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

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 39

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This paper cites Raising the Cost of Malicious AI-Powered Image Editing.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Raising the Cost of Malicious AI-Powered Image Editing

Reference 40

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models

Reference 41

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Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation JPEG Compressed Images Can Bypass Protections Against AI Editing

Reference 42

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This paper cites Difftalk: Crafting diffusion models for generalized audio-driven portraits animation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Difftalk: Crafting diffusion models for generalized audio-driven portraits animation

Reference 43

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Observation ee9f971b-3659-4da6-bac4-5c2b09363f28 · outbound

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

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Detecting deep- fakes with self-blended images

Reference 44

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This paper cites Denoising Diffusion Implicit Models.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Denoising Diffusion Implicit Models

Reference 45

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This paper cites Generative modeling by esti- mating gradients of the data distribution.Advances in neural information processing systems, 32, 2019.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Generative modeling by esti- mating gradients of the data distribution.Advances in neural information processing systems, 32, 2019

Reference 46

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This paper cites PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples

Reference 47

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This paper cites Diffused heads: Diffusion models beat gans on talking-face genera- tion.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Diffused heads: Diffusion models beat gans on talking-face genera- tion

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.741651Z

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Observation cba54413-2f3e-4a61-a67e-10a52285b060 · outbound

This paper cites Rethinking the up-sampling op- erations in cnn-based generative network for generalizable deepfake detection.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Rethinking the up-sampling op- erations in cnn-based generative network for generalizable deepfake detection

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.729274Z

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Observation aee0ff02-869a-414b-9273-33830ec2d131 · outbound

This paper cites Edtalk: Effi- cient disentanglement for emotional talking head synthesis.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Edtalk: Effi- cient disentanglement for emotional talking head synthesis

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:16.890372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccf1a429-ef73-4c8b-b9d2-6d62c01ed81d · outbound

This paper cites EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation EMO: Emote Portrait Alive -- Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:16.916279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e59370-1d50-453d-a54d-3b23d7857a45 · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Ex- ploring clip for assessing the look and feel of images

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:16.934310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8fc364-08bf-4241-8544-7694cf8e495e · outbound

This paper cites One-shot free-view neural talking-head synthesis for video conferenc- ing.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation One-shot free-view neural talking-head synthesis for video conferenc- ing

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.597776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7cf42ff-f0a2-4d7c-a59c-88ad8be42231 · outbound

This paper cites Aniportrait: Audio-driven synthesis of photorealistic portrait animations,.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Aniportrait: Audio-driven synthesis of photorealistic portrait animations,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.586702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0248316a-f22a-4822-9f5c-acd61dee426a · outbound

This paper cites Improving transferabil- ity of adversarial examples with input diversity.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Improving transferabil- ity of adversarial examples with input diversity

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.575146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 68bc8d76-28d7-45f1-b939-899835f93638 · outbound

This paper cites Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:16.996589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34c8d122-35c8-4e90-b54e-9de8adf46913 · outbound

This paper cites VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.012581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be43f795-93c8-4783-bf3f-413cbd05f02c · outbound

This paper cites Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.028592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c62d8a-0a4b-40f7-b751-26db7d2abb62 · outbound

This paper cites Toward effective protection against diffusion-based mimicry through score distillation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Toward effective protection against diffusion-based mimicry through score distillation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.562933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ee30736-b2af-404c-9d49-fb8e71f34f05 · outbound

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

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Ucf: Uncovering common features for generalizable deep- fake detection

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.059795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b276bb-6347-43e4-b175-2ae797c9f777 · outbound

This paper cites Adversar- ial purification with score-based generative models.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Adversar- ial purification with score-based generative models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.075846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756afe75-60e3-4b00-a98c-9b2d5a66f7dd · outbound

This paper cites Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.539411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ee583b4-6247-4430-b6f0-09e82a9087f2 · outbound

This paper cites To- wards large yet imperceptible adversarial image perturba- tions with perceptual color distance.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation To- wards large yet imperceptible adversarial image perturba- tions with perceptual color distance

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.529436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92a34921-f9a8-4a52-9c9f-c69149b0e033 · outbound

This paper cites an unresolved cited work.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:44:17.516457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 873fd666-a798-4191-bc72-f0e9bcc2d460 · outbound

This paper cites Talking face generation by adversarially disentan- gled audio-visual representation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Talking face generation by adversarially disentan- gled audio-visual representation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:17.504373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df532a95-c954-44e7-88da-6643a132f24c · outbound

This paper cites Pose-controllable talking face generation by implicitly modularized audio-visual rep- resentation.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Pose-controllable talking face generation by implicitly modularized audio-visual rep- resentation

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:17.192505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0598462-9d37-4a45-b101-46000efbbea4 · outbound

This paper cites DiffAudio.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation DiffAudio

Reference 67

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:44:17.485690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 572ab673-e3d8-4ce2-bc7a-7f73a6245cb5 · outbound

This paper cites an unresolved cited work.

Silence is Golden: Leveraging Adversarial Examples to Nullify Audio Control in LDM-based Talking-Head Generation Unresolved cited work

Reference 416

Resolution: parse uncertain; no resolver link, observed 2026-08-07T11:44:16.903319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Reference resolution

Outbound references

Pith citing papers