Can Image Splicing and Copy-Move Forgery Be Detected by the Same Model? Forensim: An Attention-Based State-Space Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Nandi, Soumyaroop, Natarajan, Prem |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
by: Nandi, Soumyaroop, et al.
Published: (2026)
by: Nandi, Soumyaroop, et al.
Published: (2026)
Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling
by: Nandi, Soumyaroop, et al.
Published: (2026)
by: Nandi, Soumyaroop, et al.
Published: (2026)
Spectral Forensics of Diffusion Attention Graphs for Copy-Move Forgery Detection
by: Tabib, H. M. Shadman, et al.
Published: (2026)
by: Tabib, H. M. Shadman, et al.
Published: (2026)
Copy-Move Forgery Detection and Question Answering for Remote Sensing Image
by: Zhang, Ze, et al.
Published: (2024)
by: Zhang, Ze, et al.
Published: (2024)
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining
by: Wang, Jingyu, et al.
Published: (2024)
by: Wang, Jingyu, et al.
Published: (2024)
An Effective Image Copy-Move Forgery Detection Using Entropy Information
by: Jiang, Li, et al.
Published: (2023)
by: Jiang, Li, et al.
Published: (2023)
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning
by: Liu, Yaqi, et al.
Published: (2023)
by: Liu, Yaqi, et al.
Published: (2023)
Image Copy-Move Forgery Detection and Localization Scheme: How to Avoid Missed Detection and False Alarm
by: Jiang, Li, et al.
Published: (2024)
by: Jiang, Li, et al.
Published: (2024)
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning
by: Li, Yuanman, et al.
Published: (2024)
by: Li, Yuanman, et al.
Published: (2024)
MSN: Multi-directional Similarity Network for Hand-crafted and Deep-synthesized Copy-Move Forgery Detection
by: Jiang, Liangwei, et al.
Published: (2025)
by: Jiang, Liangwei, et al.
Published: (2025)
Image Forgery Localization with State Space Models
by: Lou, Zijie, et al.
Published: (2024)
by: Lou, Zijie, et al.
Published: (2024)
On the Holistic Approach for Detecting Human Image Forgery
by: Guo, Xiao, et al.
Published: (2026)
by: Guo, Xiao, et al.
Published: (2026)
DA-HFNet: Progressive Fine-Grained Forgery Image Detection and Localization Based on Dual Attention
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Image Copy Detection for Diffusion Models
by: Wang, Wenhao, et al.
Published: (2024)
by: Wang, Wenhao, et al.
Published: (2024)
ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
by: Chen, Yingjian, et al.
Published: (2024)
by: Chen, Yingjian, et al.
Published: (2024)
Learning to Discover Forgery Cues for Face Forgery Detection
by: Tian, Jiahe, et al.
Published: (2024)
by: Tian, Jiahe, et al.
Published: (2024)
Revisiting Face Forgery Detection: From Facial Representation to Forgery Detection
by: Guo, Zonghui, et al.
Published: (2024)
by: Guo, Zonghui, et al.
Published: (2024)
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
by: Yan, Zhiyuan, et al.
Published: (2023)
by: Yan, Zhiyuan, et al.
Published: (2023)
ForgeryVCR: Visual-Centric Reasoning via Efficient Forensic Tools in MLLMs for Image Forgery Detection and Localization
by: Wang, Youqi, et al.
Published: (2026)
by: Wang, Youqi, et al.
Published: (2026)
ForgeryGPT: A Multimodal LLM for Interpretable Image Forgery Detection and Localization
by: Zhang, Fanrui, et al.
Published: (2024)
by: Zhang, Fanrui, et al.
Published: (2024)
DF-Net: The Digital Forensics Network for Image Forgery Detection
by: Fischinger, David, et al.
Published: (2025)
by: Fischinger, David, et al.
Published: (2025)
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
by: Liang, Jiawei, et al.
Published: (2024)
by: Liang, Jiawei, et al.
Published: (2024)
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach
by: Cai, Lvpan, et al.
Published: (2025)
by: Cai, Lvpan, et al.
Published: (2025)
CAM-VFD: Cross-Attention Multimodal Video Forgery Detection
by: Elkhodary, Hoda Osama, et al.
Published: (2026)
by: Elkhodary, Hoda Osama, et al.
Published: (2026)
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection
by: Huang, Zhenglin, et al.
Published: (2025)
by: Huang, Zhenglin, et al.
Published: (2025)
Rethinking Cross-Generator Image Forgery Detection through DINOv3
by: Huang, Zhenglin, et al.
Published: (2025)
by: Huang, Zhenglin, et al.
Published: (2025)
DF2023: The Digital Forensics 2023 Dataset for Image Forgery Detection
by: Fischinger, David, et al.
Published: (2025)
by: Fischinger, David, et al.
Published: (2025)
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization
by: Guo, Xiao, et al.
Published: (2024)
by: Guo, Xiao, et al.
Published: (2024)
LAA-X: Unified Localized Artifact Attention for Quality-Agnostic and Generalizable Face Forgery Detection
by: Nguyen, Dat, et al.
Published: (2026)
by: Nguyen, Dat, et al.
Published: (2026)
Deep Image Composition Meets Image Forgery
by: Tahir, Eren, et al.
Published: (2024)
by: Tahir, Eren, et al.
Published: (2024)
Toward Generalizable Forgery Detection and Reasoning
by: Gao, Yueying, et al.
Published: (2025)
by: Gao, Yueying, et al.
Published: (2025)
Benchmarking Scientific Image Forgery Detectors
by: Cardenuto, João P., et al.
Published: (2021)
by: Cardenuto, João P., et al.
Published: (2021)
Research on Splicing Image Detection Algorithms Based on Natural Image Statistical Characteristics
by: Xiang, Ao, et al.
Published: (2024)
by: Xiang, Ao, et al.
Published: (2024)
CBDiff:Conditional Bernoulli Diffusion Models for Image Forgery Localization
by: Lei, Zhou, et al.
Published: (2025)
by: Lei, Zhou, et al.
Published: (2025)
ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation
by: Huang, Qing, et al.
Published: (2026)
by: Huang, Qing, et al.
Published: (2026)
Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering
by: Wu, Haiwei, et al.
Published: (2023)
by: Wu, Haiwei, et al.
Published: (2023)
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
by: Lai, Yingxin, et al.
Published: (2025)
by: Lai, Yingxin, et al.
Published: (2025)
Band-Attention Modulated RetNet for Face Forgery Detection
by: Zhang, Zhida, et al.
Published: (2024)
by: Zhang, Zhida, et al.
Published: (2024)
Digital Image Forgery Detection Using Transfer Learning
by: Buyuk, Fatma Betul, et al.
Published: (2026)
by: Buyuk, Fatma Betul, et al.
Published: (2026)
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
by: Kim, Juntae, et al.
Published: (2024)
by: Kim, Juntae, et al.
Published: (2024)
Similar Items
-
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
by: Nandi, Soumyaroop, et al.
Published: (2026) -
Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling
by: Nandi, Soumyaroop, et al.
Published: (2026) -
Spectral Forensics of Diffusion Attention Graphs for Copy-Move Forgery Detection
by: Tabib, H. M. Shadman, et al.
Published: (2026) -
Copy-Move Forgery Detection and Question Answering for Remote Sensing Image
by: Zhang, Ze, et al.
Published: (2024) -
Object-level Copy-Move Forgery Image Detection based on Inconsistency Mining
by: Wang, Jingyu, et al.
Published: (2024)