ICCV 2025 Open Access Repository

Authenticity & Provenance in the age of Generative AI

Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection: Davide Salvi,

Viola Negroni,

Sara Mandelli,

Paolo Bestagini,

Stefano Tubaro; [pdf] [arXiv]
[bibtex]
@InProceedings{Salvi_2025_ICCV, author = {Salvi, Davide and Negroni, Viola and Mandelli, Sara and Bestagini, Paolo and Tubaro, Stefano}, title = {Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1586-1595} }
Adaptive Test-Time Semantic Debiasing for AI-Generated Image Detection: Yu Cai,

Jiahe Tian,

Xiaomeng Fu,

Jiao Dai,

Jizhong Han,

Siwei Lyu; [pdf]
[bibtex]
@InProceedings{Cai_2025_ICCV, author = {Cai, Yu and Tian, Jiahe and Fu, Xiaomeng and Dai, Jiao and Han, Jizhong and Lyu, Siwei}, title = {Adaptive Test-Time Semantic Debiasing for AI-Generated Image Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1543-1552} }
Witness Sensing for Verifying the Human Origin of Digital Media: Isabella Lenz,

Yu Rong,

Daniel Bliss,

Julie Liss,

Visar Berisha; [pdf]
[bibtex]
@InProceedings{Lenz_2025_ICCV, author = {Lenz, Isabella and Rong, Yu and Bliss, Daniel and Liss, Julie and Berisha, Visar}, title = {Witness Sensing for Verifying the Human Origin of Digital Media}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1619-1628} }
The Effect of Semantically Aligned Images for Deepfake Detection: Aritra Bandyopadhyay,

Tyme Chatupanyachotikul,

Jose Garcia,

Arijit Ghosh,

Karolina Hajkova,

Carlos Patiño,

Ivona Najdenkoska; [pdf]
[bibtex]
@InProceedings{Bandyopadhyay_2025_ICCV, author = {Bandyopadhyay, Aritra and Chatupanyachotikul, Tyme and Garcia, Jose and Ghosh, Arijit and Hajkova, Karolina and Pati\~no, Carlos and Najdenkoska, Ivona}, title = {The Effect of Semantically Aligned Images for Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1629-1638} }
CustomMark: Customization of Diffusion Models for Proactive Attribution: Vishal Asnani,

John Collomosse,

Xiaoming Liu,

Shruti Agarwal; [pdf] [supp]
[bibtex]
@InProceedings{Asnani_2025_ICCV, author = {Asnani, Vishal and Collomosse, John and Liu, Xiaoming and Agarwal, Shruti}, title = {CustomMark: Customization of Diffusion Models for Proactive Attribution}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1512-1522} }
Is JPEG AI going to change image forensics?: Edoardo Daniele Cannas,

Sara Mandelli,

Natasa Popovic,

Ayman Alkhateeb,

Alessandro Gnutti,

Paolo Bestagini,

Stefano Tubaro; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Cannas_2025_ICCV, author = {Cannas, Edoardo Daniele and Mandelli, Sara and Popovic, Natasa and Alkhateeb, Ayman and Gnutti, Alessandro and Bestagini, Paolo and Tubaro, Stefano}, title = {Is JPEG AI going to change image forensics?}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1564-1575} }
Adversarial Reality for Evading Deepfake Image Detectors: Umur Aybars Ciftci,

Nicholas Solar,

Emily Greene,

Sophie Riley Saremsky,

Ilke Demir; [pdf]
[bibtex]
@InProceedings{Ciftci_2025_ICCV, author = {Ciftci, Umur Aybars and Solar, Nicholas and Greene, Emily and Saremsky, Sophie Riley and Demir, Ilke}, title = {Adversarial Reality for Evading Deepfake Image Detectors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1607-1618} }
CatAID: Category-Guided AI-Generated Image Detection via Vision-Language Model Adaptation: Yu Cai,

Shan Jia,

Jiahe Tian,

Jiao Dai,

Jizhong Han,

Siwei Lyu; [pdf]
[bibtex]
@InProceedings{Cai_2025_ICCV, author = {Cai, Yu and Jia, Shan and Tian, Jiahe and Dai, Jiao and Han, Jizhong and Lyu, Siwei}, title = {CatAID: Category-Guided AI-Generated Image Detection via Vision-Language Model Adaptation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1553-1563} }
MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields: Yash Kulthe,

Andrew Gilbert,

John Collomosse; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kulthe_2025_ICCV, author = {Kulthe, Yash and Gilbert, Andrew and Collomosse, John}, title = {MultiNeRF: Multiple Watermark Embedding for Neural Radiance Fields}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1523-1532} }
FreqPure: a High-frequency Preservation Diffusion-based Purification Method for Protective Perturbation Removal: Yan Ju,

Hongfei Xue,

Siwei Lyu; [pdf]
[bibtex]
@InProceedings{Ju_2025_ICCV, author = {Ju, Yan and Xue, Hongfei and Lyu, Siwei}, title = {FreqPure: a High-frequency Preservation Diffusion-based Purification Method for Protective Perturbation Removal}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1533-1542} }
SHEILD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks: Kutub Uddin,

Awais Khan,

Muhammad Umar Farooq,

Khalid Mahmood Malik; [pdf]
[bibtex]
@InProceedings{Uddin_2025_ICCV, author = {Uddin, Kutub and Khan, Awais and Farooq, Muhammad Umar and Malik, Khalid Mahmood}, title = {SHEILD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1502-1511} }
PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis: Soumyya Kanti Datta,

Tanvi Ranga,

Chengzhe Sun,

Siwei Lyu; [pdf] [arXiv]
[bibtex]
@InProceedings{Datta_2025_ICCV, author = {Datta, Soumyya Kanti and Ranga, Tanvi and Sun, Chengzhe and Lyu, Siwei}, title = {PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1596-1606} }
Explainable AI-Generated Image Forensics: A Low-Resolution Perspective with Novel Artifact Taxonomy: Kaustubh Sharma; [pdf]
[bibtex]
@InProceedings{Sharma_2025_ICCV, author = {Sharma, Kaustubh}, title = {Explainable AI-Generated Image Forensics: A Low-Resolution Perspective with Novel Artifact Taxonomy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1576-1585} }