Bin Li
Orcid: 0000-0002-2613-5451Affiliations:
- Shenzhen University, College of Information Engineering, Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, Shenzhen, China
- Sun Yat-sen University, Guangzhou, China (PhD 2009)
- New Jersey Institute of Technology, Newark, NJ, USA (2007 - 2008)
According to our database1,
Bin Li
authored at least 130 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
General Forensics for Aligned Double JPEG Compression Based on the Quantization Interference.
IEEE Trans. Circuits Syst. Video Technol., June, 2024
IEEE Trans. Circuits Syst. Video Technol., March, 2024
Audio Multi-View Spoofing Detection Framework Based on Audio-Text-Emotion Correlations.
IEEE Trans. Inf. Forensics Secur., 2024
Joint Cost Learning and Payload Allocation With Image-Wise Attention for Batch Steganography.
IEEE Trans. Inf. Forensics Secur., 2024
Efficient Audio Steganography Using Generalized Audio Intrinsic Energy With Micro-Amplitude Modification Suppression.
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
Employing Reinforcement Learning to Construct a Decision-Making Environment for Image Forgery Localization.
IEEE Trans. Inf. Forensics Secur., 2024
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces.
IEEE Trans. Inf. Forensics Secur., 2024
Constructing an Intrinsically Robust Steganalyzer via Learning Neighboring Feature Relationships and Self-Adversarial Adjustment.
IEEE Trans. Inf. Forensics Secur., 2024
DRAW: Dual-Decoder-Based Robust Audio Watermarking Against Desynchronization and Replay Attacks.
IEEE Trans. Inf. Forensics Secur., 2024
Spatial-Frequency Feature Fusion Network for Lightweight and Arbitrary-Sized JPEG Steganalysis.
IEEE Signal Process. Lett., 2024
An Efficient Watermarking Method for Latent Diffusion Models via Low-Rank Adaptation.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
A Keyless Extraction Framework Targeting at Deep Learning Based Image-Within-Image Models.
Proceedings of the IEEE International Conference on Acoustics, 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations Towards General Deepfake Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024
DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Robust image steganography against lossy JPEG compression based on embedding domain selection and adaptive error correction.
Expert Syst. Appl., November, 2023
IEEE Trans. Circuits Syst. Video Technol., April, 2023
Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection.
IEEE Trans. Circuits Syst. Video Technol., March, 2023
Reinforcement learning of non-additive joint steganographic embedding costs with attention mechanism.
Sci. China Inf. Sci., March, 2023
Dynamic Difference Learning With Spatio-Temporal Correlation for Deepfake Video Detection.
IEEE Trans. Inf. Forensics Secur., 2023
ReLOAD: Using Reinforcement Learning to Optimize Asymmetric Distortion for Additive Steganography.
IEEE Trans. Inf. Forensics Secur., 2023
Quaternary Quantized Gaussian Modulation With Optimal Polarity Map Selection for JPEG Steganography.
IEEE Trans. Inf. Forensics Secur., 2023
STD-NET: Search of Image Steganalytic Deep-Learning Architecture via Hierarchical Tensor Decomposition.
IEEE Trans. Dependable Secur. Comput., 2023
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE.
IEEE Signal Process. Lett., 2023
Pattern Recognit., 2023
CoRR, 2023
Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Poster: Query-efficient Black-box Attack for Image Forgery Localization via Reinforcement Learning.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023
Proceedings of the Artificial Intelligence Security and Privacy, 2023
2022
Self-Adversarial Training Incorporating Forgery Attention for Image Forgery Localization.
IEEE Trans. Inf. Forensics Secur., 2022
IEEE Trans. Circuits Syst. Video Technol., 2022
Gradually Enhanced Adversarial Perturbations on Color Pixel Vectors for Image Steganography.
IEEE Trans. Circuits Syst. Video Technol., 2022
One-Class Double Compression Detection of Advanced Videos Based on Simple Gaussian Distribution Model.
IEEE Trans. Circuits Syst. Video Technol., 2022
Signal Process. Image Commun., 2022
Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images.
Remote. Sens., 2022
Multim. Tools Appl., 2022
GAN-based image steganography for enhancing security via adversarial attack and pixel-wise deep fusion.
Multim. Tools Appl., 2022
IET Image Process., 2022
Long-term variable Q transform: A novel time-frequency transform algorithm for synthetic speech detection.
Digit. Signal Process., 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the Digital Multimedia Communications - The 19th International Forum, 2022
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
Towards Generalizable DEEPFAKE Face Forgery Detection with Semi-Supervised Learning and Knowledge Distillation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Exploiting temporal information to prevent the transferability of adversarial examples against deep fake detectors.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement Learning.
IEEE Trans. Inf. Forensics Secur., 2021
CALPA-NET: Channel-Pruning-Assisted Deep Residual Network for Steganalysis of Digital Images.
IEEE Trans. Inf. Forensics Secur., 2021
MCTSteg: A Monte Carlo Tree Search-Based Reinforcement Learning Framework for Universal Non-Additive Steganography.
IEEE Trans. Inf. Forensics Secur., 2021
Signal Process., 2021
J. Vis. Commun. Image Represent., 2021
A novel deep learning framework for double JPEG compression detection of small size blocks.
J. Vis. Commun. Image Represent., 2021
Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture.
EURASIP J. Inf. Secur., 2021
Image Steganography based on Iteratively Adversarial Samples of A Synchronized-directions Sub-image.
CoRR, 2021
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Image Tampering Localization Using Unified Two-Stream Features Enhanced with Channel and Spatial Attention.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
Proceedings of the Image and Graphics - 11th International Conference, 2021
Image Steganography Based on Iterative Adversarial Perturbations Onto a Synchronized-Directions Sub-Image.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Detection of HEVC Double Compression With the Same Coding Parameters Based on Analysis of Intra Coding Quality Degradation Process.
IEEE Trans. Inf. Forensics Secur., 2020
IEEE Trans. Inf. Forensics Secur., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
Exposing Fake Bitrate Videos Using Hybrid Deep-Learning Network From Recompression Error.
IEEE Trans. Circuits Syst. Video Technol., 2020
CNN-based steganalysis and parametric adversarial embedding: A game-theoretic framework.
Signal Process. Image Commun., 2020
Identification of deep network generated images using disparities in color components.
Signal Process., 2020
2019
IEEE Trans. Inf. Forensics Secur., 2019
IEEE Trans. Inf. Forensics Secur., 2019
Multim. Tools Appl., 2019
IEEE Access, 2019
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019
A New Spatial Steganographic Scheme by Modeling Image Residuals with Multivariate Gaussian Model.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
2018
IEEE Trans. Inf. Forensics Secur., 2018
New Steganalytic Features for Spatial Image Steganography Based on Derivative Filters and Threshold LBP Operator.
IEEE Trans. Inf. Forensics Secur., 2018
IEEE Signal Process. Lett., 2018
ReST-Net: Diverse Activation Modules and Parallel Subnets-Based CNN for Spatial Image Steganalysis.
IEEE Signal Process. Lett., 2018
CoRR, 2018
CoRR, 2018
A Novel Image Steganography Method via Deep Convolutional Generative Adversarial Networks.
IEEE Access, 2018
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018
Content-Adaptive Steganalysis via Augmented Utilization of Selection-Channel Information.
Proceedings of the Digital Forensics and Watermarking - 17th International Workshop, 2018
Proceedings of the Digital Forensics and Watermarking - 17th International Workshop, 2018
A New Steganographic Distortion Function with Explicit Considerations of Modification Interactions.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018
Fake Colorized Image Detection with Channel-wise Convolution based Deep-learning Framework.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Detection of Double JPEG Compression with the Same Quantization Matrix Based on Convolutional Neural Networks.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Pixel-Decimation-Assisted Steganalysis of Synchronize-Embedding-Changes Steganography.
IEEE Trans. Inf. Forensics Secur., 2017
IEEE Trans. Inf. Forensics Secur., 2017
IEEE Signal Process. Lett., 2017
MSE period based estimation of first quantization step in double compressed JPEG images.
Signal Process. Image Commun., 2017
Frame-wise detection of relocated I-frames in double compressed H.264 videos based on convolutional neural network.
J. Vis. Commun. Image Represent., 2017
CoRR, 2017
Pre-training via fitting deep neural network to rich-model features extraction procedure and its effect on deep learning for steganalysis.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017
2016
IEEE Trans. Circuits Syst. Video Technol., 2016
IEEE Signal Process. Lett., 2016
2015
Statistical Model of JPEG Noises and Its Application in Quantization Step Estimation.
IEEE Trans. Image Process., 2015
IEEE Trans. Inf. Forensics Secur., 2015
Revealing the Trace of High-Quality JPEG Compression Through Quantization Noise Analysis.
IEEE Trans. Inf. Forensics Secur., 2015
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015
A new detector of LSB matching steganography based on likelihood ratio test for multivariate Gaussian covers.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
2014
IEEE Trans. Inf. Forensics Secur., 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
IEEE Trans. Image Process., 2013
Signal Process., 2013
High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion.
Signal Process., 2013
2012
Targeted Steganalysis of Edge Adaptive Image Steganography Based on LSB Matching Revisited Using B-Spline Fitting.
IEEE Signal Process. Lett., 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
J. Inf. Hiding Multim. Signal Process., 2011
2010
Proceedings of the Intelligent Multimedia Analysis for Security Applications, 2010
2009
2008
IEEE Signal Process. Lett., 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
2007
Effect of Different Coding Patterns on Compressed Frequency Domain Based Universal JPEG Steganalysis.
Proceedings of the Digital Watermarking, 6th International Workshop, 2007
Steganalysis of LSB Greedy Embedding Algorithm for JPEG Images using Coefficient Symmetry.
Proceedings of the International Conference on Image Processing, 2007
Attack LSB Matching Steganography by Counting Alteration Rate of the Number of Neighbourhood Gray Levels.
Proceedings of the International Conference on Image Processing, 2007