The 3rd Workshop on New Trends in AI-Generated Media and Security


DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization
Paschalis Giakoumoglou,
Symeon Papadopoulos
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Giakoumoglou_2026_CVPR, author = {Giakoumoglou, Paschalis and Papadopoulos, Symeon}, title = {DiffusionPrint: Learning Generative Fingerprints for Diffusion-Based Inpainting Localization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8654-8664} }

The Deployment Gap in AI Media Detection: Platform-Aware and Visually Constrained Adversarial Evaluation
Aishwarya Budhkar,
Trishita Dhara,
Siddhesh Sheth
[pdf] [arXiv]
[bibtex]
@InProceedings{Budhkar_2026_CVPR, author = {Budhkar, Aishwarya and Dhara, Trishita and Sheth, Siddhesh}, title = {The Deployment Gap in AI Media Detection: Platform-Aware and Visually Constrained Adversarial Evaluation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8609-8616} }

Evidence-Based Actor-Verifier Reasoning for Echocardiographic Agents
Peng Huang,
Yiming Wang,
Yineng Chen,
Liangqiao Gui,
Hui Guo,
Bo Peng,
Shu Hu,
Xi Wu,
Tsao Connie,
Hongtu Zhu,
Balakrishnan Prabhakaran,
Xin Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Huang_2026_CVPR, author = {Huang, Peng and Wang, Yiming and Chen, Yineng and Gui, Liangqiao and Guo, Hui and Peng, Bo and Hu, Shu and Wu, Xi and Connie, Tsao and Zhu, Hongtu and Prabhakaran, Balakrishnan and Wang, Xin}, title = {Evidence-Based Actor-Verifier Reasoning for Echocardiographic Agents}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8665-8673} }

From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
Nazia Aslam,
Abhisek Ray,
Joakim Bruslund Haurum,
Lukus Esterle,
Kamal Nasrollahi
[pdf] [arXiv]
[bibtex]
@InProceedings{Aslam_2026_CVPR, author = {Aslam, Nazia and Ray, Abhisek and Haurum, Joakim Bruslund and Esterle, Lukus and Nasrollahi, Kamal}, title = {From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8580-8589} }

Robust Multi-Source Covid-19 Detection in CT Images
Asmita Yuki Pritha,
Jason Xu,
Daniel Ding,
Justin Li,
Aryana Hou,
Xin Wang,
Shu Hu
[pdf] [arXiv]
[bibtex]
@InProceedings{Pritha_2026_CVPR, author = {Pritha, Asmita Yuki and Xu, Jason and Ding, Daniel and Li, Justin and Hou, Aryana and Wang, Xin and Hu, Shu}, title = {Robust Multi-Source Covid-19 Detection in CT Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8704-8714} }

Resolving Objective Collision in Multi-Domain Provenance with Synergistic Dual-Layer Watermarking
Jesse Yu
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2026_CVPR, author = {Yu, Jesse}, title = {Resolving Objective Collision in Multi-Domain Provenance with Synergistic Dual-Layer Watermarking}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8724-8732} }

Weight Group-wise Post-Training Quantization for Medical Foundation Model
Yineng Chen,
Peng Huang,
Aozhong Zhang,
Hui Guo,
Penghang Yin,
Shu Hu,
Shao Lin,
Xin Li,
Tzu-Jen Kao,
Balakrishnan Prabhakaran,
MingChing Chang,
Xin Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Chen_2026_CVPR, author = {Chen, Yineng and Huang, Peng and Zhang, Aozhong and Guo, Hui and Yin, Penghang and Hu, Shu and Lin, Shao and Li, Xin and Kao, Tzu-Jen and Prabhakaran, Balakrishnan and Chang, MingChing and Wang, Xin}, title = {Weight Group-wise Post-Training Quantization for Medical Foundation Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8617-8625} }

From Spatial to Frequency: Breaking Compressed AIGC-IQA with Imperceptible Attacks
Tushar Shinde
[pdf]
[bibtex]
@InProceedings{Shinde_2026_CVPR, author = {Shinde, Tushar}, title = {From Spatial to Frequency: Breaking Compressed AIGC-IQA with Imperceptible Attacks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8715-8723} }

On the Role of Vision and Language in Harmful Response Generation: A Component-wise Unlearning Study in Multimodal LLMs
Poornima Jain,
Sairam VCR,
Vineeth N Balasubramanian
[pdf] [supp]
[bibtex]
@InProceedings{Jain_2026_CVPR, author = {Jain, Poornima and VCR, Sairam and Balasubramanian, Vineeth N}, title = {On the Role of Vision and Language in Harmful Response Generation: A Component-wise Unlearning Study in Multimodal LLMs}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8674-8682} }

SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs
Shail Desai,
Aditya Pawar,
Li Lin,
Xin Wang,
Shu Hu
[pdf] [arXiv]
[bibtex]
@InProceedings{Desai_2026_CVPR, author = {Desai, Shail and Pawar, Aditya and Lin, Li and Wang, Xin and Hu, Shu}, title = {SynthGuard: An Open Platform for Detecting AI-Generated Multimedia with Multimodal LLMs}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8636-8643} }

Efficient Domain-Incremental Deepfake Detection via Difficulty-Aware Curriculum Learning
Hayoung Park,
Jinhee Park,
Choongsang Cho,
Guisik Kim
[pdf]
[bibtex]
@InProceedings{Park_2026_CVPR, author = {Park, Hayoung and Park, Jinhee and Cho, Choongsang and Kim, Guisik}, title = {Efficient Domain-Incremental Deepfake Detection via Difficulty-Aware Curriculum Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8693-8703} }

Forensic Rewiring: Circuit-Level Shortcut Suppression for Generalizable Deepfake Detection
Nishitha A,
Rachit Verma,
Bhaskarjyoti Das
[pdf]
[bibtex]
@InProceedings{A_2026_CVPR, author = {A, Nishitha and Verma, Rachit and Das, Bhaskarjyoti}, title = {Forensic Rewiring: Circuit-Level Shortcut Suppression for Generalizable Deepfake Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8560-8569} }

From Pixels to Identity: Biometric Subspace Guidance for Diffusion-Based Face Restoration
Muskan Dosi,
Sirin Changulani,
Sonam Sikarwar,
Arpita Deshmukh,
Chiranjeev Chiranjeev,
Mayank Vatsa,
Richa Singh
[pdf]
[bibtex]
@InProceedings{Dosi_2026_CVPR, author = {Dosi, Muskan and Changulani, Sirin and Sikarwar, Sonam and Deshmukh, Arpita and Chiranjeev, Chiranjeev and Vatsa, Mayank and Singh, Richa}, title = {From Pixels to Identity: Biometric Subspace Guidance for Diffusion-Based Face Restoration}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8644-8653} }

Robust Fair Disease Diagnosis in CT Images
Justin Li,
Daniel Ding,
Asmita Yuki Pritha,
Aryana Hou,
Xin Wang,
Shu Hu
[pdf] [arXiv]
[bibtex]
@InProceedings{Li_2026_CVPR, author = {Li, Justin and Ding, Daniel and Pritha, Asmita Yuki and Hou, Aryana and Wang, Xin and Hu, Shu}, title = {Robust Fair Disease Diagnosis in CT Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8683-8692} }

Traces Left Behind: Deepfake Detection Under the Lens of Iterative Generation
Poulomi Bhattacharya,
Akshay Agarwal,
Nalini Ratha
[pdf]
[bibtex]
@InProceedings{Bhattacharya_2026_CVPR, author = {Bhattacharya, Poulomi and Agarwal, Akshay and Ratha, Nalini}, title = {Traces Left Behind: Deepfake Detection Under the Lens of Iterative Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8600-8608} }

The Synthetic Media Shift: Tracking the Rise, Virality, and Detectability of AI-Generated Multimodal Misinformation
Zacharias Chrysidis,
Stefanos-Iordanis Papadopoulos,
Symeon Papadopoulos
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Chrysidis_2026_CVPR, author = {Chrysidis, Zacharias and Papadopoulos, Stefanos-Iordanis and Papadopoulos, Symeon}, title = {The Synthetic Media Shift: Tracking the Rise, Virality, and Detectability of AI-Generated Multimodal Misinformation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8626-8635} }

Low-Effort Jailbreak Attacks Against Text-to-Image Safety Filters
Ahmed B Mustafa,
Zihan Ye,
Yang Lu,
Michael P Pound,
Shreyank N Gowda
[pdf] [arXiv]
[bibtex]
@InProceedings{Mustafa_2026_CVPR, author = {Mustafa, Ahmed B and Ye, Zihan and Lu, Yang and Pound, Michael P and Gowda, Shreyank N}, title = {Low-Effort Jailbreak Attacks Against Text-to-Image Safety Filters}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8590-8599} }

Only What's Necessary: Pareto-Optimal Data Minimization for Privacy Preserving Video Anomaly Detection
Nazia Aslam,
Abhisek Ray,
Thomas B. Moeslund,
Kamal Nasrollahi
[pdf]
[bibtex]
@InProceedings{Aslam_2026_CVPR, author = {Aslam, Nazia and Ray, Abhisek and Moeslund, Thomas B. and Nasrollahi, Kamal}, title = {Only What's Necessary: Pareto-Optimal Data Minimization for Privacy Preserving Video Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {8570-8579} }