2025
Invisible DNN Watermarking Against Model Extraction Attack.
IEEE Trans. Cybern., February, 2025
Robust Image Watermarking With Synchronization Using Template Enhanced-Extracted Network.
IEEE Trans. Circuits Syst. Video Technol., February, 2025
Robust watermarking against arbitrary scaling and cropping attacks.
Signal Process., 2025
Exploring multi-scale forgery clues for stereo super-resolution image forgery localization.
Pattern Recognit., 2025
2024
Removing Hidden Information by Geometrical Perturbation in Frequency Domain.
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Camera-Shooting Resilient Watermarking on Image Instance Level.
IEEE Trans. Circuits Syst. Video Technol., November, 2024
Fine-Grained Multimodal DeepFake Classification via Heterogeneous Graphs.
Int. J. Comput. Vis., November, 2024
Detection of Deepfake Videos Using Long-Distance Attention.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
Deepfake detection via inter-frame inconsistency recomposition and enhancement.
Pattern Recognit., March, 2024
Audio Multi-View Spoofing Detection Framework Based on Audio-Text-Emotion Correlations.
IEEE Trans. Inf. Forensics Secur., 2024
DF-RAP: A Robust Adversarial Perturbation for Defending Against Deepfakes in Real-World Social Network Scenarios.
IEEE Trans. Inf. Forensics Secur., 2024
Robust image hiding network with Frequency and Spatial Attentions.
Pattern Recognit., 2024
Deep generative network for image inpainting with gradient semantics and spatial-smooth attention.
J. Vis. Commun. Image Represent., 2024
Moiré pattern generation-based image steganography.
J. Inf. Secur. Appl., 2024
Conditional image hiding network based on style transfer.
Inf. Sci., 2024
RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection.
CoRR, 2024
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints.
CoRR, 2024
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification.
CoRR, 2024
Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
A Fast and Tunable Privacy-Preserving Action Recognition Framework over Compressed Video.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024
2023
Anti-Rounding Image Steganography With Separable Fine-Tuned Network.
IEEE Trans. Circuits Syst. Video Technol., November, 2023
Reversible data hiding in JPEG document images based on zero coefficients embedding.
Signal Process., May, 2023
DeepFake detection with multi-scale convolution and vision transformer.
Digit. Signal Process., April, 2023
An Interpretable Image Tampering Detection Approach Based on Cooperative Game.
IEEE Trans. Circuits Syst. Video Technol., February, 2023
Dynamic Difference Learning With Spatio-Temporal Correlation for Deepfake Video Detection.
IEEE Trans. Inf. Forensics Secur., 2023
Double-Layered Dual-Syndrome Trellis Codes Utilizing Channel Knowledge for Robust Steganography.
IEEE Trans. Inf. Forensics Secur., 2023
High-capacity coverless image steganographic scheme based on image synthesis.
Signal Process. Image Commun., 2023
Reversible data hiding in encrypted domain by signal reconstruction.
Multim. Tools Appl., 2023
Multilevel histogram shape-based image watermarking invariant to geometric attacks.
IET Image Process., 2023
Privacy-Preserving Image Scaling Using Bicubic Interpolation and Homomorphic Encryption.
Proceedings of the Digital Forensics and Watermarking - 22nd International Workshop, 2023
2022
Secret Sharing Based Reversible Data Hiding in Encrypted Images With Multiple Data-Hiders.
IEEE Trans. Dependable Secur. Comput., 2022
Robust Estimation of Upscaling Factor on Double JPEG Compressed Images.
IEEE Trans. Cybern., 2022
Secure Halftone Image Steganography Based on Feature Space and Layer Embedding.
IEEE Trans. Cybern., 2022
Contrastive Learning based Multi-task Network for Image Manipulation Detection.
Signal Process., 2022
Adversarial robust image steganography against lossy JPEG compression.
Signal Process., 2022
Document images forgery localization using a two-stream network.
Int. J. Intell. Syst., 2022
ADT-SSL: Adaptive Dual-Threshold for Semi-Supervised Learning.
CoRR, 2022
Efficient Fragile Privacy-Preserving Audio Watermarking Using Homomorphic Encryption.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022
2021
Secure Halftone Image Steganography Based on Pixel Density Transition.
IEEE Trans. Dependable Secur. Comput., 2021
Reversible Data Hiding in Halftone Images Based on Dynamic Embedding States Group.
IEEE Trans. Circuits Syst. Video Technol., 2021
Secure Robust JPEG Steganography Based on AutoEncoder With Adaptive BCH Encoding.
IEEE Trans. Circuits Syst. Video Technol., 2021
Upscaling factor estimation on pre-JPEG compressed images based on difference histogram of spectral peaks.
Signal Process. Image Commun., 2021
Secure halftone image steganography based on density preserving and distortion fusion.
Signal Process., 2021
Detecting facial manipulated videos based on set convolutional neural networks.
J. Vis. Commun. Image Represent., 2021
Copy Move Forgery Detection based on double matching.
J. Vis. Commun. Image Represent., 2021
A lightweight 3D convolutional neural network for deepfake detection.
Int. J. Intell. Syst., 2021
Multi-Layer Fusion Neural Network for Deepfake Detection.
Int. J. Digit. Crime Forensics, 2021
Detection of Deepfake Videos Using Long Distance Attention.
CoRR, 2021
Halftone Image Steganography Based on Minimizing Distortion with Pixel Density Transition.
Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021
Halftone Image Steganography Based on Maximizing Visual Similarity of Block Units.
Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021
Halftone Image Steganography Based on Reassigned Distortion Measurement.
Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021
Halftone Image Steganalysis by Reconstructing Grayscale Image.
Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021
2020
Sample Balancing for Deep Learning-Based Visual Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020
Secure Binary Image Steganography With Distortion Measurement Based on Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2020
Binary Image Steganalysis Based on Histogram of Structuring Elements.
IEEE Trans. Circuits Syst. Video Technol., 2020
Downscaling Factor Estimation on Pre-JPEG Compressed Images.
IEEE Trans. Circuits Syst. Video Technol., 2020
On the robustness of JPEG post-compression to resampling factor estimation.
Signal Process., 2020
Deep residual network for halftone image steganalysis with stego-signal diffusion.
Signal Process., 2020
Reversible data hiding in halftone images based on minimizing the visual distortion of pixels flipping.
Signal Process., 2020
Defocus blur detection via edge pixel DCT feature of local patches.
Signal Process., 2020
Secure halftone image steganography with minimizing the distortion on pair swapping.
Signal Process., 2020
Forensics of visual privacy protection in digital images.
Multim. Tools Appl., 2020
Upscaling factor estimation on double JPEG compressed images.
Multim. Tools Appl., 2020
Reversible data hiding in binary images by flipping pattern pair with opposite center pixel.
J. Vis. Commun. Image Represent., 2020
No-reference quality metric for contrast-distorted image based on gradient domain and HSV space.
J. Vis. Commun. Image Represent., 2020
Efficient binary image steganalysis based on ensemble neural network of multi-module.
J. Real Time Image Process., 2020
General construction of revocable identity-based fully homomorphic signature.
Sci. China Inf. Sci., 2020
Variable Rate Syndrome-Trellis Codes for Steganography on Bursty Channels.
Proceedings of the Digital Forensics and Watermarking - 19th International Workshop, 2020
2019
CrowdBC: A Blockchain-Based Decentralized Framework for Crowdsourcing.
IEEE Trans. Parallel Distributed Syst., 2019
Secure Binary Image Steganography Based on Fused Distortion Measurement.
IEEE Trans. Circuits Syst. Video Technol., 2019
Digital image forensics of non-uniform deblurring.
Signal Process. Image Commun., 2019
Reversible data hiding in encrypted binary images by pixel prediction.
Signal Process., 2019
Reversible data hiding in encrypted images with additive and multiplicative public-key homomorphism.
Signal Process., 2019
Reversible data hiding in binary images based on image magnification.
Multim. Tools Appl., 2019
Secure binary image steganography based on LTP distortion minimization.
Multim. Tools Appl., 2019
JPEG image tampering localization based on normalized gray level co-occurrence matrix.
Multim. Tools Appl., 2019
Copy move forgery detection based on keypoint and patch match.
Multim. Tools Appl., 2019
Scaling factor estimation on JPEG compressed images by cyclostationarity analysis.
Multim. Tools Appl., 2019
Copy-move forgery detection using combined features and transitive matching.
Multim. Tools Appl., 2019
Region duplication detection based on hybrid feature and evaluative clustering.
Multim. Tools Appl., 2019
Binary image steganography based on joint distortion measurement.
J. Vis. Commun. Image Represent., 2019
Gait recognition based on capsule network.
J. Vis. Commun. Image Represent., 2019
Defocus blur detection based on multiscale SVD fusion in gradient domain.
J. Vis. Commun. Image Represent., 2019
Efficient halftone image steganography based on dispersion degree optimization.
J. Real Time Image Process., 2019
Fast and Effective Copy-Move Detection of Digital Audio Based on Auto Segment.
Int. J. Digit. Crime Forensics, 2019
Privacy-aware query processing in vehicular ad-hoc networks.
Ad Hoc Networks, 2019
Image Deblocking Detection Based on a Convolutional Neural Network.
IEEE Access, 2019
Halftone Image Steganography with Distortion Measurement Based on Structural Similarity.
Proceedings of the Digital Forensics and Watermarking - 18th International Workshop, 2019
2018
Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2018
A New Varying-Parameter Recurrent Neural-Network for Online Solution of Time-Varying Sylvester Equation.
IEEE Trans. Cybern., 2018
Multi-Gait Recognition Based on Attribute Discovery.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Digital image splicing detection based on Markov features in block DWT domain.
Multim. Tools Appl., 2018
Natural image deblurring based on L0-regularization and kernel shape optimization.
Multim. Tools Appl., 2018
Region duplication detection based on image segmentation and keypoint contexts.
Multim. Tools Appl., 2018
Double JPEG compression detection based on block statistics.
Multim. Tools Appl., 2018
Feedback weight convolutional neural network for gait recognition.
J. Vis. Commun. Image Represent., 2018
Binary image steganalysis based on local texture pattern.
J. Vis. Commun. Image Represent., 2018
Copy-move detection of digital audio based on multi-feature decision.
J. Inf. Secur. Appl., 2018
Digital Image Splicing Detection Based on Markov Features in QDCT and QWT Domain.
Int. J. Digit. Crime Forensics, 2018
2017
MSE period based estimation of first quantization step in double compressed JPEG images.
Signal Process. Image Commun., 2017
Keypoint-based copy-move detection scheme by adopting MSCRs and improved feature matching.
Multim. Tools Appl., 2017
Steganalysis of content-adaptive binary image data hiding.
J. Vis. Commun. Image Represent., 2017
CrowdBC: A Blockchain-based Decentralized Framework for Crowdsourcing.
IACR Cryptol. ePrint Arch., 2017
Copy-move forgery detection based on hybrid features.
Eng. Appl. Artif. Intell., 2017
Improved Algorithms for Robust Histogram Shape-Based Image Watermarking.
Proceedings of the Digital Forensics and Watermarking - 16th International Workshop, 2017
Steganalysis with CNN Using Multi-channels Filtered Residuals.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017
2016
Robust image watermarking based on Tucker decomposition and Adaptive-Lattice Quantization Index Modulation.
Signal Process. Image Commun., 2016
Joint image splicing detection in DCT and Contourlet transform domain.
J. Vis. Commun. Image Represent., 2016
Multiple Watermarking Using Multilevel Quantization Index Modulation.
Proceedings of the Digital Forensics and Watermarking - 15th International Workshop, 2016
2015
Secure Binary Image Steganography Based on Minimizing the Distortion on the Texture.
IEEE Trans. Inf. Forensics Secur., 2015
Novel steganographic method based on generalized K-distance N-dimensional pixel matching.
Multim. Tools Appl., 2015
Binary image steganalysis based on pixel mesh Markov transition matrix.
J. Vis. Commun. Image Represent., 2015
Blind Watermarking Based on Adaptive Lattice Quantization Index Modulation.
Proceedings of the Digital-Forensics and Watermarking - 14th International Workshop, 2015
2014
Content-Adaptive Residual for Steganalysis.
Proceedings of the Digital-Forensics and Watermarking - 13th International Workshop, 2014
Steganography Based on High-Dimensional Reference Table.
Proceedings of the Digital-Forensics and Watermarking - 13th International Workshop, 2014
2013
Region duplication detection based on Harris corner points and step sector statistics.
J. Vis. Commun. Image Represent., 2013
High Capacity Data Hiding Scheme for Binary Images Based on Minimizing Flipping Distortion.
Proceedings of the Digital-Forensics and Watermarking - 12th International Workshop, 2013
2012
Digital image splicing detection based on Markov features in DCT and DWT domain.
Pattern Recognit., 2012
Novel robust image watermarking based on subsampling and DWT.
Multim. Tools Appl., 2012
An Image Region Description Method Based on Step Sector Statistics and its Application in Image Copy-Rotate/Flip-Move Forgery Detection.
Int. J. Digit. Crime Forensics, 2012
2011
Digital image splicing detection based on approximate run length.
Pattern Recognit. Lett., 2011
Revealing digital fakery using multiresolution decomposition and higher order statistics.
Eng. Appl. Artif. Intell., 2011
Improved Run Length Based Detection of Digital Image Splicing.
Proceedings of the Digital Forensics and Watermarking - 10th International Workshop, 2011
2010
Watermark-based digital fake image detection.
Int. J. Comput. Appl. Technol., 2010
Feature based robust watermarking using image normalization.
Comput. Electr. Eng., 2010
Blind image watermark analysis using higher order statistics.
Proceedings of the Sixth International Conference on Natural Computation, 2010
2009
Robust watermarking based on DWT and nonnegative matrix factorization.
Comput. Electr. Eng., 2009
Enriched Gabor Feature Based PCA for Face Recognition with One Training Image per Person.
Proceedings of the Fifth International Conference on Natural Computation, 2009
2008
Robust Watermarking based on Subsampling and Nonnegative Matrix Factorization.
Informatica, 2008
Detecting fake images using watermarks and support vector machines.
Comput. Stand. Interfaces, 2008
Blind Image Watermark Analysis Using Feature Fusion and Neural Network Classifier.
Proceedings of the Advances in Neural Networks, 2008
2007
Novel robust image watermarking using difference correlation detector.
Comput. Stand. Interfaces, 2007
2006
Blind Fake Image Detection Scheme Using SVD.
IEICE Trans. Commun., 2006
Feature based watermarking using watermark template match.
Appl. Math. Comput., 2006
Robust digital image watermarking based on subsampling.
Appl. Math. Comput., 2006
Robust Image Watermarking Using RBF Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Image Fakery and Neural Network Based Detection.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
2005
Attacking Subsampling-Based Watermarking.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005
Subsampling-Based Robust Watermarking Using Neural Network Detector.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
2004
Color Image Watermarking Based on Neural Networks.
Proceedings of the Advances in Neural Networks, 2004