专题:Digital Media Forensic Detection

This cluster of papers focuses on the detection and identification of digital image forgeries, including techniques such as copy-move forgery detection, sensor pattern noise analysis, JPEG compression history estimation, camera model identification, splicing detection, and tampering localization. The papers also explore the application of deep learning methods for image forensics and the detection of inconsistencies in image manipulation.
最新文献
Noise-aware cross attention for image manipulation localization

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Ensuring Authenticity and Confidentiality in Images using SHA-ECC Fusion

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Image encryption with 6D hyperchaotic system and vision transformer autoencoder

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Apple’s Synthetic Defocus Noise Pattern: Characterization and Forensic Applications

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Optimization-driven steganographic system based on fused maps and blowfish encryption

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An enhanced deep learning framework for DeepFake detection using EfficientNet-B3 comparative evaluation of deep and machine learning techniques

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Multi-Domain Perception Transformer for Generalized Forgery Image Detection

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Combating Deepfakes: A Transformer - Obtained and Explainable Frameworks for Robust Video Integrity Verification

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Hybrid ensemble framework for multimodal biometric system using binary patterns and deep learning

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Fractional-order polar harmonic Fourier moments and 1D chaotic mapping for robust zero-watermarking of medical images

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近5年高被引文献
Deepfakes and beyond: A Survey of face manipulation and fake detection

article Full Text OpenAlex 1011 FWCI79.4662

Extracción de información de documentos de identidad utilizando técnicas de aprendizaje de máquina

preprint Full Text OpenAlex 609 FWCI0

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

article Full Text OpenAlex 503 FWCI47.9854

Deepfake Detection: A Systematic Literature Review

article Full Text OpenAlex 450 FWCI43.4349

DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation

article Full Text OpenAlex 444 FWCI25.6837

Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward

article Full Text OpenAlex 438 FWCI41.1594

SimpleNet: A Simple Network for Image Anomaly Detection and Localization

article Full Text OpenAlex 431 FWCI75.8737

Deep learning for deepfakes creation and detection: A survey

article Full Text OpenAlex 387 FWCI36.4614

GAN-based anomaly detection: A review

review Full Text OpenAlex 373 FWCI49.6543

Generalized Out-of-Distribution Detection: A Survey

article Full Text OpenAlex 357 FWCI125.3702