Bin Li

177 papers A* 11A 4B 5C 5Misc 7Journal 117Unranked 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
ALL-IN-ONE: Divide-and-Conquer Strategy for Multi-Manipulation Image Classification and Localization.
IEEE Trans. Circuits Syst. Video Technol.
Ye Zhu, Chang Ti, Gang Yan, Yingchun Guo, Bin Li
2026 J jnl
Document image forgery detection and localization in desensitization scenarios.
Signal Process.
Weixiang Li, Bin Li, Kengtao Zheng, Songze Li, Haodong Li
2026 J jnl
ForgeryVCR: Visual-Centric Reasoning via Efficient Forensic Tools in MLLMs for Image Forgery Detection and Localization.
CoRR
Youqi Wang, Shen Chen, Haowei Wang, Rongxuan Peng, Taiping Yao, Shunquan Tan, Changsheng Chen, Bin Li, Shouhong Ding
2026 J jnl
Generalized Document Tampering Localization via Color and Semantic Disentanglement.
IEEE Trans. Circuits Syst. Video Technol.
Shiqiang Zheng, Changsheng Chen, Shen Chen, Taiping Yao, Shouhong Ding, Bin Li, Jiwu Huang
2026 J jnl
Rethinking Cross-Table Quantization Step Estimation: From Global and Local Perspectives.
IEEE Trans. Inf. Forensics Secur.
Xin Cheng, Hao Wang, Xiangyang Luo, Bin Ma, Baowei Wang, Bin Li, Jinwei Wang
2026 J jnl
Toward Generalizable Deepfake Detection via Forgery-Aware Audio-Visual Adaptation: A Variational Bayesian Approach.
IEEE Trans. Inf. Forensics Secur.
Fan Nie, Jiangqun Ni, Jian Zhang, Bin Zhang, Weizhe Zhang, Bin Li
2025 J jnl
A CycleGAN Watermarking Method for Ownership Verification.
IEEE Trans. Dependable Secur. Comput.
Dongdong Lin, Benedetta Tondi, Bin Li, Mauro Barni
2025 A* conf
ALDEN: Dual-Level Disentanglement with Meta-learning for Generalizable Audio Deepfake Detection.
ACM Multimedia
Yuxiong Xu, Bin Li, Weixiang Li, Sara Mandelli, Viola Negroni, Sheng Li
2025 J jnl
Adaptive Mixture of Low-Rank Experts for Robust Audio Spoofing Detection.
IEEE Signal Process. Lett.
Qixian Chen, Yuxiong Xu, Sara Mandelli, Sheng Li, Bin Li
2025 J jnl
CLUE: Leveraging Low-Rank Adaptation to Capture Latent Uncovered Evidence for Image Forgery Localization.
CoRR
Youqi Wang, Shunquan Tan, Rongxuan Peng, Bin Li, Jiwu Huang
2025 A* conf
DITL
ACM Multimedia
Songze Li, Yunfei Guo, Shen Chen, Bin Li, Kaiqing Lin, Changsheng Chen, Haodong Li, Taiping Yao, Shouhong Ding
2025 J jnl
Elastic Supernet with Dynamic Training for JPEG steganalysis.
Signal Process.
Qiushi Li, Shunquan Tan, Bin Li, Jiwu Huang
2025 J jnl
Evading Detection Actively: Toward Anti-Forensics Against Forgery Localization.
IEEE Trans. Dependable Secur. Comput.
Long Zhuo, Shenghai Luo, Shunquan Tan, Han Chen, Bin Li, Jiwu Huang
2025 Misc conf
Exploiting Robust Model Watermarking Against the Model Fine-Tuning Attack via Flat Minima Aware Optimizers.
ICASSP
Dongdong Lin, Yue Li, Bin Li, Jiwu Huang
2025 A conf
Forensicability Assessment: Not All Samples Qualify for Recapture Detection.
ICME
Yongqi Chen, Lin Zhao, Rizhao Cai, Zitong Yu, Changsheng Chen, Bin Li
2025 A* conf
GM-DF: Generalized Multi-Scenario Deepfake Detection.
ACM Multimedia
Yingxin Lai, Hongyang Wang, Jing Yang, Xiangui Kang, Bin Li, Linlin Shen, Zitong Yu
2025 J jnl
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes.
CoRR
Kaiqing Lin, Zhiyuan Yan, Ke-Yue Zhang, Li Hao, Yue Zhou, Yuzhen Lin, Weixiang Li, Taiping Yao, Shouhong Ding, Bin Li
2025 J jnl
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning.
IEEE Trans. Image Process.
Yuanman Li, Yingjie He, Changsheng Chen, Li Dong, Bin Li, Jiantao Zhou, Xia Li
2025 J jnl
Inter-frame residual frequency-based reconstruction learning for deep video frame interpolation detection.
Expert Syst. Appl.
Yibin Xu, Huaquan Yang, Shan Bian, Chuntao Wang, Bin Li, Jiwu Huang
2025 J jnl
Moiré Spectral Augmentation and Masked Frequency Modeling for Document Presentation Attack Detection.
IEEE Trans. Dependable Secur. Comput.
Changsheng Chen, Youjie Li, Bokang Li, Weifan Yu, Baoying Chen, Bin Li, Jiwu Huang
2025 A* conf
Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning.
AAAI
Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang
2025 J jnl
Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection.
CoRR
Kaiqing Lin, Zhiyuan Yan, Ruoxin Chen, Junyan Ye, Ke-Yue Zhang, Yue Zhou, Peng Jin, Bin Li, Taiping Yao, Shouhong Ding
2025 A* conf
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection.
AAAI
Kaiqing Lin, Yuzhen Lin, Weixiang Li, Taiping Yao, Bin Li
2025 J jnl
Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach.
CoRR
Fan Nie, Jiangqun Ni, Jian Zhang, Bin Zhang, Weizhe Zhang, Bin Li
2025 A* conf
Unmask Tampering: Efficient Document Tampering Localization under Recapturing Attacks with Real Distortion Knowledge.
CCS
Changsheng Chen, Wenyu Chen, Yinyin Lin, Bin Li, Jiwu Huang
2024 Misc conf
A Keyless Extraction Framework Targeting at Deep Learning Based Image-Within-Image Models.
ICASSP
Rongxuan Peng, Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang
2024 J jnl
A Quality-Centric Framework for Generic Deepfake Detection.
CoRR
Wentang Song, Zhiyuan Yan, Yuzhen Lin, Taiping Yao, Changsheng Chen, Shen Chen, Yandan Zhao, Shouhong Ding, Bin Li
2024 J jnl
An Efficient Watermarking Method for Latent Diffusion Models via Low-Rank Adaptation.
CoRR
Dongdong Lin, Yue Li, Benedetta Tondi, Bin Li, Mauro Barni
2024 — conf
Arithmetic Optimization Algorithm Improved by Multi-Strategy Fusion.
CAIBDA
Chun Feng, Maoguo Cai, Jiaxin Luo, Bin Li
2024 J jnl
Audio Multi-View Spoofing Detection Framework Based on Audio-Text-Emotion Correlations.
IEEE Trans. Inf. Forensics Secur.
Junyan Wu, Qilin Yin, Ziqi Sheng, Wei Lu, Jiwu Huang, Bin Li
2024 A* conf
CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images.
CVPR
Changsheng Chen, Liangwei Lin, Yongqi Chen, Bin Li, Jishen Zeng, Jiwu Huang
2024 J jnl
Constructing an Intrinsically Robust Steganalyzer via Learning Neighboring Feature Relationships and Self-Adversarial Adjustment.
IEEE Trans. Inf. Forensics Secur.
Kaiqing Lin, Bin Li, Weixiang Li, Mauro Barni, Benedetta Tondi, Xulong Liu
2024 J jnl
DF-RAP: A Robust Adversarial Perturbation for Defending Against Deepfakes in Real-World Social Network Scenarios.
IEEE Trans. Inf. Forensics Secur.
Zuomin Qu, Zuping Xi, Wei Lu, Xiangyang Luo, Qian Wang, Bin Li
2024 J jnl
DRAW: Dual-Decoder-Based Robust Audio Watermarking Against Desynchronization and Replay Attacks.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Jincheng Chen, Yuxiong Xu, Weixiang Li, Zhenghui Liu
2024 A* conf
DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization.
CVPR
Zeqin Yu, Jiangqun Ni, Yuzhen Lin, Haoyi Deng, Bin Li
2024 J jnl
Efficient Audio Steganography Using Generalized Audio Intrinsic Energy With Micro-Amplitude Modification Suppression.
IEEE Trans. Inf. Forensics Secur.
Wenkang Su, Jiangqun Ni, Xianglei Hu, Bin Li
2024 J jnl
Employing Reinforcement Learning to Construct a Decision-Making Environment for Image Forgery Localization.
IEEE Trans. Inf. Forensics Secur.
Rongxuan Peng, Shunquan Tan, Xianbo Mo, Bin Li, Jiwu Huang
2024 — conf
Fake It till You Make It: Curricular Dynamic Forgery Augmentations Towards General Deepfake Detection.
ECCV (86)
Yuzhen Lin, Wentang Song, Bin Li, Yuezun Li, Jiangqun Ni, Han Chen, Qiushi Li
2024 J jnl
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection.
CoRR
Yuzhen Lin, Wentang Song, Bin Li, Yuezun Li, Jiangqun Ni, Han Chen, Qiushi Li
2024 J jnl
ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces.
IEEE Trans. Inf. Forensics Secur.
Jiucui Lu, Jiaran Zhou, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li
2024 A* conf
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge.
NeurIPS
Hanzhe Li, Jiaran Zhou, Yuezun Li, Baoyuan Wu, Bin Li, Junyu Dong
2024 J jnl
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge.
CoRR
Hanzhe Li, Yuezun Li, Jiaran Zhou, Bin Li, Junyu Dong
2024 J jnl
GM-DF: Generalized Multi-Scenario Deepfake Detection.
CoRR
Yingxin Lai, Zitong Yu, Jing Yang, Bin Li, Xiangui Kang, Linlin Shen
2024 J jnl
General Forensics for Aligned Double JPEG Compression Based on the Quantization Interference.
IEEE Trans. Circuits Syst. Video Technol.
Hao Wang, Jinwei Wang, Jiawei Zhang, Xiangyang Luo, Bin Ma, Bin Li, Jinsheng Sun
2024 — conf
Hybrid strategy improved Subtraction-Average-Based Optimizer.
CAIBDA
Longbin Li, Maoguo Cai, Yukun Xie, Bin Li
2024 J jnl
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning.
CoRR
Yuanman Li, Yingjie He, Changsheng Chen, Li Dong, Bin Li, Jiantao Zhou, Xia Li
2024 Misc conf
Improving VGG-Style Convnet for JPEG Steganalysis.
ICASSP
Zhuofan Yang, Qiushi Li, Shenghai Luo, Shunquan Tan, Bin Li
2024 J jnl
Joint Cost Learning and Payload Allocation With Image-Wise Attention for Batch Steganography.
IEEE Trans. Inf. Forensics Secur.
Weixuan Tang, Zhili Zhou, Bin Li, Kim-Kwang Raymond Choo, Jiwu Huang
2024 J jnl
Payload-Independent Direct Cost Learning for Image Steganography.
IEEE Trans. Circuits Syst. Video Technol.
Weixiang Li, Shihang Wu, Bin Li, Weixuan Tang, Xinpeng Zhang
2024 J jnl
Spatial-Frequency Feature Fusion Network for Lightweight and Arbitrary-Sized JPEG Steganalysis.
IEEE Signal Process. Lett.
Xulong Liu, Weixiang Li, Kaiqing Lin, Bin Li
2024 J jnl
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection.
CoRR
Kaiqing Lin, Yuzhen Lin, Weixiang Li, Taiping Yao, Bin Li
2024 J jnl
Towards General Deepfake Detection with Dynamic Curriculum.
CoRR
Wentang Song, Yuzhen Lin, Bin Li
2024 Misc conf
Towards Generic Deepfake Detection with Dynamic Curriculum.
ICASSP
Wentang Song, Yuzhen Lin, Bin Li
2024 J jnl
WebP-JPEG Transcoding Detection by Spotting Re-Compression Artifacts With CNN-ViT for Processing Dual-Domain Features.
IEEE Trans. Circuits Syst. Video Technol.
Bin Li, Jian Shi, Weixiang Li, Haodong Li
2023 — conf
Deep Multi-image Hiding with Random Key.
AIS&P (1)
Wei Zhang, Weixuan Tang, Yuan Rao, Bin Li, Jiwu Huang
2023 — conf
Detection of Photoplethysmography Manipulation in Video Forgery.
EUSIPCO
Yuzhen Lin, Emanuele Maiorana, Bin Li, Patrizio Campisi
2023 J jnl
Dynamic Difference Learning With Spatio-Temporal Correlation for Deepfake Video Detection.
IEEE Trans. Inf. Forensics Secur.
Qilin Yin, Wei Lu, Bin Li, Jiwu Huang
2023 J jnl
Evading Detection Actively: Toward Anti-Forensics against Forgery Localization.
CoRR
Long Zhuo, Shenghai Luo, Shunquan Tan, Han Chen, Bin Li, Jiwu Huang
2023 A conf
Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces.
ICME
Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Siwei Lyu
2023 J jnl
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces.
CoRR
Jiucui Lu, Yuezun Li, Jiaran Zhou, Bin Li, Junyu Dong, Siwei Lyu
2023 J jnl
Learning Deep Co-Occurrence Features.
IEEE Trans. Circuits Syst. Video Technol.
Guanglin Li, Bin Li, Shunquan Tan, Guoping Qiu
2023 J jnl
Learning Features of Intra-Consistency and Inter-Diversity: Keys Toward Generalizable Deepfake Detection.
IEEE Trans. Circuits Syst. Video Technol.
Han Chen, Yuzhen Lin, Bin Li, Shunquan Tan
2023 J jnl
Learning Traces by Yourself: Blind Image Forgery Localization via Anomaly Detection With ViT-VAE.
IEEE Signal Process. Lett.
Tong Chen, Bin Li, Jinhua Zeng
2023 Misc conf
Learning to Locate the Text Forgery in Smartphone Screenshots.
ICASSP
Zeqin Yu, Bin Li, Yuzhen Lin, Jinhua Zeng, Jishen Zeng
2023 A* conf
Poster: Query-efficient Black-box Attack for Image Forgery Localization via Reinforcement Learning.
CCS
Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang
2023 J jnl
Quaternary Quantized Gaussian Modulation With Optimal Polarity Map Selection for JPEG Steganography.
IEEE Trans. Inf. Forensics Secur.
Weixiang Li, Bin Li, Weiming Zhang, Shengli Zhang
2023 J jnl
ReLOAD: Using Reinforcement Learning to Optimize Asymmetric Distortion for Additive Steganography.
IEEE Trans. Inf. Forensics Secur.
Xianbo Mo, Shunquan Tan, Weixuan Tang, Bin Li, Jiwu Huang
2023 J jnl
Reinforcement learning of non-additive joint steganographic embedding costs with attention mechanism.
Sci. China Inf. Sci.
Weixuan Tang, Bin Li, Weixiang Li, Yuangen Wang, Jiwu Huang
2023 J jnl
Robust image steganography against lossy JPEG compression based on embedding domain selection and adaptive error correction.
CoRR
Xiaolong Duan, Bin Li, Zhaoxia Yin, Xinpeng Zhang, Bin Luo
2023 J jnl
Robust image steganography against lossy JPEG compression based on embedding domain selection and adaptive error correction.
Expert Syst. Appl.
Xiaolong Duan, Bin Li, Zhaoxia Yin, Xinpeng Zhang, Bin Luo
2023 J jnl
STD-NET: Search of Image Steganalytic Deep-Learning Architecture via Hierarchical Tensor Decomposition.
IEEE Trans. Dependable Secur. Comput.
Shunquan Tan, Qiushi Li, Laiyuan Li, Bin Li, Jiwu Huang
2023 J jnl
Watching the BiG artifacts: Exposing DeepFake videos via Bi-granularity artifacts.
Pattern Recognit.
Han Chen, Yuezun Li, Dongdong Lin, Bin Li, Junqiang Wu
2022 — conf
Adversarial Example Defense via Perturbation Grading Strategy.
IFTC
Shaowei Zhu, Wanli Lyu, Bin Li, Zhaoxia Yin, Bin Luo
2022 J jnl
Adversarial Example Defense via Perturbation Grading Strategy.
CoRR
Shaowei Zhu, Wanli Lyu, Bin Li, Zhaoxia Yin, Bin Luo
2022 J jnl
Clustering-Based Representation Learning through Output Translation and Its Application to Remote-Sensing Images.
Remote. Sens.
Qinglin Li, Bin Li, Jonathan M. Garibaldi, Guoping Qiu
2022 B conf
Exploiting temporal information to prevent the transferability of adversarial examples against deep fake detectors.
IJCB
Dongdong Lin, Benedetta Tondi, Bin Li, Mauro Barni
2022 — conf
Exposing Face Forgery Clues via Retinex-Based Image Enhancement.
ACCV (4)
Han Chen, Yuzhen Lin, Bin Li
2022 J jnl
GAN-based image steganography for enhancing security via adversarial attack and pixel-wise deep fusion.
Multim. Tools Appl.
Chao Yuan, Hongxia Wang, Peisong He, Jie Luo, Bin Li
2022 J jnl
Gradually Enhanced Adversarial Perturbations on Color Pixel Vectors for Image Steganography.
IEEE Trans. Circuits Syst. Video Technol.
Xinghong Qin, Bin Li, Shunquan Tan, Weixuan Tang, Jiwu Huang
2022 J jnl
Hybrid deep-learning framework for object-based forgery detection in video.
Signal Process. Image Commun.
Shunquan Tan, Baoying Chen, Jishen Zeng, Bin Li, Jiwu Huang
2022 J jnl
ISP-GAN: inception sub-pixel deconvolution-based lightweight GANs for colorization.
Multim. Tools Appl.
Long Zhuo, Shunquan Tan, Bin Li, Jiwu Huang
2022 J jnl
Improving Cost Learning for JPEG Steganography by Exploiting JPEG Domain Knowledge.
IEEE Trans. Circuits Syst. Video Technol.
Weixuan Tang, Bin Li, Mauro Barni, Jin Li, Jiwu Huang
2022 A conf
Individual Property Inference Over Collaborative Learning in Deep Feature Space.
ICME
Haoxin Yang, Yi Wang, Bin Li
2022 A* conf
Learning General Gaussian Mixture Model with Integral Cosine Similarity.
IJCAI
Guanglin Li, Bin Li, Changsheng Chen, Shunquan Tan, Guoping Qiu
2022 J jnl
Long-term variable Q transform: A novel time-frequency transform algorithm for synthetic speech detection.
Digit. Signal Process.
Jialong Li, Hongxia Wang, Peisong He, Sani M. Abdullahi, Bin Li
2022 J jnl
Metric of choosing the optimal parameter setting for edge aware filtering.
IET Image Process.
Hui Yin, Fei Zhou, Bin Li
2022 J jnl
One-Class Double Compression Detection of Advanced Videos Based on Simple Gaussian Distribution Model.
IEEE Trans. Circuits Syst. Video Technol.
Qiushi Li, Shengda Chen, Shunquan Tan, Bin Li, Jiwu Huang
2022 J jnl
STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition.
CoRR
Shunquan Tan, Qiushi Li, Laiyuan Li, Bin Li, Jiwu Huang
2022 J jnl
Self-Adversarial Training Incorporating Forgery Attention for Image Forgery Localization.
IEEE Trans. Inf. Forensics Secur.
Long Zhuo, Shunquan Tan, Bin Li, Jiwu Huang
2022 A conf
Source-ID-Tracker: Source Face Identity Protection in Face Swapping.
ICME
Yuzhen Lin, Han Chen, Emanuele Maiorana, Patrizio Campisi, Bin Li
2022 B conf
Towards Generalizable DEEPFAKE Face Forgery Detection with Semi-Supervised Learning and Knowledge Distillation.
ICIP
Yuzhen Lin, Han Chen, Bin Li, Junqiang Wu
2021 J jnl
A novel deep learning framework for double JPEG compression detection of small size blocks.
J. Vis. Commun. Image Represent.
Israr Hussain, Shunquan Tan, Bin Li, Xinghong Qin, Dostdar Hussain, Jiwu Huang
2021 J jnl
An Automatic Cost Learning Framework for Image Steganography Using Deep Reinforcement Learning.
IEEE Trans. Inf. Forensics Secur.
Weixuan Tang, Bin Li, Mauro Barni, Jin Li, Jiwu Huang
2021 — conf
Anti-forensics for Double JPEG Compression Based on Generative Adversarial Network.
ICIG (1)
Dequ Huang, Weixuan Tang, Bin Li
2021 J jnl
Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture.
EURASIP J. Inf. Secur.
Benedetta Tondi, Andrea Costanzo, Dequ Huang, Bin Li
2021 J jnl
CALPA-NET: Channel-Pruning-Assisted Deep Residual Network for Steganalysis of Digital Images.
IEEE Trans. Inf. Forensics Secur.
Shunquan Tan, Weilong Wu, Zilong Shao, Qiushi Li, Bin Li, Jiwu Huang
2021 J jnl
Detail-enhanced image inpainting based on discrete wavelet transforms.
Signal Process.
Bin Li, Bowei Zheng, Haodong Li, Yanran Li
2021 J jnl
Detecting facial manipulated videos based on set convolutional neural networks.
J. Vis. Commun. Image Represent.
Zhaopeng Xu, Jiarui Liu, Wei Lu, Bozhi Xu, Xianfeng Zhao, Bin Li, Jiwu Huang
2021 C ed.
IH&MMSec '21: ACM Workshop on Information Hiding and Multimedia Security, Virtual Event, Belgium, June, 22-25, 2021
IH&MMSec
Dirk Borghys, Patrick Bas, Luisa Verdoliva, Tomás Pevný, Bin Li, Jennifer Newman
2021 Misc conf
Image Steganography Based on Iterative Adversarial Perturbations Onto a Synchronized-Directions Sub-Image.
ICASSP
Xinghong Qin, Shunquan Tan, Weixuan Tang, Bin Li, Jiwu Huang
2021 J jnl
Image Steganography based on Iteratively Adversarial Samples of A Synchronized-directions Sub-image.
CoRR
Xinghong Qin, Shunquan Tan, Bin Li, Weixuan Tang, Jiwu Huang
2021 — conf
Image Tampering Localization Using Unified Two-Stream Features Enhanced with Channel and Spatial Attention.
PRCV (2)
Haodong Li, Xiaoming Chen, Peiyu Zhuang, Bin Li
2021 J jnl
Image Tampering Localization Using a Dense Fully Convolutional Network.
IEEE Trans. Inf. Forensics Secur.
Peiyu Zhuang, Haodong Li, Shunquan Tan, Bin Li, Jiwu Huang
2021 J jnl
Improving Cost Learning for JPEG Steganography by Exploiting JPEG Domain Knowledge.
CoRR
Weixuan Tang, Bin Li, Mauro Barni, Jin Li, Jiwu Huang
2021 J jnl
MCTSteg: A Monte Carlo Tree Search-Based Reinforcement Learning Framework for Universal Non-Additive Steganography.
IEEE Trans. Inf. Forensics Secur.
Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang
2021 J jnl
MCTSteg: A Monte Carlo Tree Search-based Reinforcement Learning Framework for Universal Non-additive Steganography.
CoRR
Xianbo Mo, Shunquan Tan, Bin Li, Jiwu Huang
2021 J jnl
On Designing Good Representation Learning Models.
CoRR
Qinglin Li, Bin Li, Jonathan M. Garibaldi, Guoping Qiu
2021 — conf
SEINet: Semantic-Edge Interaction Network for Image Manipulation Localization.
PRCV (2)
Ye Zhu, Na Qi, Yingchun Guo, Bin Li
2021 J jnl
Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization.
CoRR
Long Zhuo, Shunquan Tan, Bin Li, Jiwu Huang
2020 J jnl
A New Payload Partition Strategy in Color Image Steganography.
IEEE Trans. Circuits Syst. Video Technol.
Xin Liao, Yingbo Yu, Bin Li, Zhongpeng Li, Zheng Qin
2020 J jnl
Boosting CNN-based primary quantization matrix estimation of double JPEG images via a classification-like architecture.
CoRR
Benedetta Tondi, Andrea Costanzo, Dequ Huang, Bin Li
2020 J jnl
CNN-based steganalysis and parametric adversarial embedding: A game-theoretic framework.
Signal Process. Image Commun.
Xiaoyu Shi, Benedetta Tondi, Bin Li, Mauro Barni
2020 J jnl
Detection of HEVC Double Compression With the Same Coding Parameters Based on Analysis of Intra Coding Quality Degradation Process.
IEEE Trans. Inf. Forensics Secur.
Xinghao Jiang, Qiang Xu, Tanfeng Sun, Bin Li, Peisong He
2020 J jnl
Exposing Fake Bitrate Videos Using Hybrid Deep-Learning Network From Recompression Error.
IEEE Trans. Circuits Syst. Video Technol.
Peisong He, Haoliang Li, Bin Li, Hongxia Wang, Liang Liu
2020 J jnl
Identification of VoIP Speech With Multiple Domain Deep Features.
IEEE Trans. Inf. Forensics Secur.
Yuankun Huang, Bin Li, Mauro Barni, Jiwu Huang
2020 J jnl
Identification of deep network generated images using disparities in color components.
Signal Process.
Haodong Li, Bin Li, Shunquan Tan, Jiwu Huang
2019 Misc conf
A New Spatial Steganographic Scheme by Modeling Image Residuals with Multivariate Gaussian Model.
ICASSP
Xinghong Qin, Bin Li, Jiwu Huang
2019 J jnl
A Novel Steganography for Spatial Color Images Based on Pixel Vector Cost.
IEEE Access
Xinghong Qin, Bin Li, Shunquan Tan, Jishen Zeng
2019 — conf
Adversarial CNN Training Under JPEG Laundering Attacks: a Game-Theoretic Approach.
WIFS
Mauro Barni, Dequ Huang, Bin Li, Benedetta Tondi
2019 J jnl
CALPA-NET: Channel-pruning-assisted Deep Residual Network for Steganalysis of Digital Images.
CoRR
Shunquan Tan, Weilong Wu, Zilong Shao, Qiushi Li, Bin Li, Jiwu Huang
2019 J jnl
CNN-Based Adversarial Embedding for Image Steganography.
IEEE Trans. Inf. Forensics Secur.
Weixuan Tang, Bin Li, Shunquan Tan, Mauro Barni, Jiwu Huang
2019 J jnl
CNN-based Steganalysis and Parametric Adversarial Embedding: a Game-Theoretic Framework.
CoRR
Xiaoyu Shi, Benedetta Tondi, Bin Li, Mauro Barni
2019 J jnl
Detecting double JPEG compression and its related anti-forensic operations with CNN.
Multim. Tools Appl.
Bin Li, Haoxin Zhang, Hu Luo, Shunquan Tan
2019 — conf
Non-structured Pruning for Deep-learning based Steganalytic Frameworks.
APSIPA
Qiushi Li, Zilong Shao, Shunquan Tan, Jishen Zeng, Bin Li
2019 J jnl
WISERNet: Wider Separate-Then-Reunion Network for Steganalysis of Color Images.
IEEE Trans. Inf. Forensics Secur.
Jishen Zeng, Shunquan Tan, Guangqing Liu, Bin Li, Jiwu Huang
2018 — conf
A New Steganographic Distortion Function with Explicit Considerations of Modification Interactions.
ICCCS (2)
Hongrun Zhang, Bin Li, Shunquan Tan
2018 J jnl
A Novel Image Steganography Method via Deep Convolutional Generative Adversarial Networks.
IEEE Access
Donghui Hu, Liang Wang, Wenjie Jiang, Shuli Zheng, Bin Li
2018 J jnl
A Spatial Image Steganography Method Based on Nonnegative Matrix Factorization.
IEEE Signal Process. Lett.
Donghui Hu, Haiyan Xu, Zhongjin Ma, Shuli Zheng, Bin Li
2018 — conf
An Inception-Based Data-Driven Ensemble Approach to Camera Model Identification.
WIFS
Anselmo Ferreira, Han Chen, Bin Li, Jiwu Huang
2018 J jnl
CNN Based Adversarial Embedding with Minimum Alteration for Image Steganography.
CoRR
Weixuan Tang, Bin Li, Shunquan Tan, Mauro Barni, Jiwu Huang
2018 — conf
Can Forensic Detectors Identify GAN Generated Images?
APSIPA
Haodong Li, Han Chen, Bin Li, Shunquan Tan
2018 C conf
Content-Adaptive Steganalysis via Augmented Utilization of Selection-Channel Information.
IWDW
Shijun Zhou, Weixuan Tang, Shunquan Tan, Bin Li
2018 J jnl
Detection of Deep Network Generated Images Using Disparities in Color Components.
CoRR
Haodong Li, Bin Li, Shunquan Tan, Jiwu Huang
2018 — conf
Detection of Double JPEG Compression with the Same Quantization Matrix Based on Convolutional Neural Networks.
APSIPA
Peng Peng, Tanfeng Sun, Xinghao Jiang, Ke Xu, Bin Li, Yunqing Shi
2018 — conf
Fake Colorized Image Detection with Channel-wise Convolution based Deep-learning Framework.
APSIPA
Long Zhuo, Shunquan Tan, Jishen Zeng, Bin Li
2018 J jnl
Large-Scale JPEG Image Steganalysis Using Hybrid Deep-Learning Framework.
IEEE Trans. Inf. Forensics Secur.
Jishen Zeng, Shunquan Tan, Bin Li, Jiwu Huang
2018 J jnl
New Steganalytic Features for Spatial Image Steganography Based on Derivative Filters and Threshold LBP Operator.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Zhongpeng Li, Shijun Zhou, Shunquan Tan, Xiaoling Zhang
2018 J jnl
ReST-Net: Diverse Activation Modules and Parallel Subnets-Based CNN for Spatial Image Steganalysis.
IEEE Signal Process. Lett.
Bin Li, Weihang Wei, Anselmo Ferreira, Shunquan Tan
2018 — conf
Relocated I-Frames Detection in H.264 Double Compressed Videos Based on Genetic-CNN.
APSIPA
Qiang Xu, Xinghao Jiang, Tanfeng Sun, Peisong He, Shilin Wang, Bin Li
2018 C conf
VPCID - A VoIP Phone Call Identification Database.
IWDW
Yuankun Huang, Shunquan Tan, Bin Li, Jiwu Huang
2018 J jnl
WISERNet: Wider Separate-then-reunion Network for Steganalysis of Color Images.
CoRR
Jishen Zeng, Shunquan Tan, Guangqing Liu, Bin Li, Jiwu Huang
2017 J jnl
A multi-branch convolutional neural network for detecting double JPEG compression.
CoRR
Bin Li, Hu Luo, Haoxin Zhang, Shunquan Tan, Zhongzhou Ji
2017 J jnl
Automatic Steganographic Distortion Learning Using a Generative Adversarial Network.
IEEE Signal Process. Lett.
Weixuan Tang, Shunquan Tan, Bin Li, Jiwu Huang
2017 J jnl
Detection of Double Compressed AMR Audio Using Stacked Autoencoder.
IEEE Trans. Inf. Forensics Secur.
Da Luo, Rui Yang, Bin Li, Jiwu Huang
2017 J jnl
Frame-wise detection of relocated I-frames in double compressed H.264 videos based on convolutional neural network.
J. Vis. Commun. Image Represent.
Peisong He, Xinghao Jiang, Tanfeng Sun, Shilin Wang, Bin Li, Yi Dong
2017 J jnl
MSE period based estimation of first quantization step in double compressed JPEG images.
Signal Process. Image Commun.
Fei Xue, Ziyi Ye, Wei Lu, Hongmei Liu, Bin Li
2017 J jnl
Pixel-Decimation-Assisted Steganalysis of Synchronize-Embedding-Changes Steganography.
IEEE Trans. Inf. Forensics Secur.
Shunquan Tan, Haojie Zhang, Bin Li, Jiwu Huang
2017 — conf
Pre-training via fitting deep neural network to rich-model features extraction procedure and its effect on deep learning for steganalysis.
Media Watermarking, Security, and Forensics
Jishen Zeng, Shunquan Tan, Bin Li, Jiwu Huang
2016 J jnl
Automatic Detection of Object-Based Forgery in Advanced Video.
IEEE Trans. Circuits Syst. Video Technol.
Shengda Chen, Shunquan Tan, Bin Li, Jiwu Huang
2016 J jnl
Clustering Steganographic Modification Directions for Color Components.
IEEE Signal Process. Lett.
Weixuan Tang, Bin Li, Weiqi Luo, Jiwu Huang
2016 J jnl
Large-scale JPEG steganalysis using hybrid deep-learning framework.
CoRR
Jishen Zeng, Shunquan Tan, Bin Li, Jiwu Huang
2015 J jnl
A Strategy of Clustering Modification Directions in Spatial Image Steganography.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Ming Wang, Xiaolong Li, Shunquan Tan, Jiwu Huang
2015 — conf
A new detector of LSB matching steganography based on likelihood ratio test for multivariate Gaussian covers.
APSIPA
Guangyuan Yang, Xiaolong Li, Bin Li, Zongming Guo
2015 — conf
GOP based automatic detection of object-based forgery in advanced video.
APSIPA
Shunquan Tan, Shengda Chen, Bin Li
2015 J jnl
Revealing the Trace of High-Quality JPEG Compression Through Quantization Noise Analysis.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Tian-Tsong Ng, Xiaolong Li, Shunquan Tan, Jiwu Huang
2015 J jnl
Statistical Model of JPEG Noises and Its Application in Quantization Step Estimation.
IEEE Trans. Image Process.
Bin Li, Tian-Tsong Ng, Xiaolong Li, Shunquan Tan, Jiwu Huang
2015 — conf
Steganalysis of LSB replacement for multivariate Gaussian covers.
ChinaSIP
Bowen Xue, Xiaolong Li, Bin Li, Zongming Guo
2014 B conf
A new cost function for spatial image steganography.
ICIP
Bin Li, Ming Wang, Jiwu Huang, Xiaolong Li
2014 J jnl
Investigation on Cost Assignment in Spatial Image Steganography.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Shunquan Tan, Ming Wang, Jiwu Huang
2014 J jnl
JPEG Noises beyond the First Compression Cycle.
CoRR
Bin Li, Tian-Tsong Ng, Xiaolong Li, Shunquan Tan, Jiwu Huang
2014 — conf
Stacked convolutional auto-encoders for steganalysis of digital images.
APSIPA
Shunquan Tan, Bin Li
2013 J jnl
General Framework to Histogram-Shifting-Based Reversible Data Hiding.
IEEE Trans. Image Process.
Xiaolong Li, Bin Li, Bin Yang, Tieyong Zeng
2013 J jnl
High-fidelity reversible data hiding scheme based on pixel-value-ordering and prediction-error expansion.
Signal Process.
Xiaolong Li, Jian Li, Bin Li, Bin Yang
2013 J jnl
Steganalysis of a PVD-based content adaptive image steganography.
Signal Process.
Xiaolong Li, Bin Li, Xiangyang Luo, Bin Yang, Ruihui Zhu
2012 J jnl
Targeted Steganalysis of Edge Adaptive Image Steganography Based on LSB Matching Revisited Using B-Spline Fitting.
IEEE Signal Process. Lett.
Shunquan Tan, Bin Li
2012 B conf
Targeted steganalysis of adaptive pixel-value differencing steganography.
ICIP
Shunquan Tan, Bin Li
2011 J jnl
A Survey on Image Steganography and Steganalysis.
J. Inf. Hiding Multim. Signal Process.
Bin Li, Junhui He, Jiwu Huang, Yun Qing Shi
2010 — ch.
Image Steganalysis.
Intelligent Multimedia Analysis for Security Applications
Fangjun Huang, Bin Li, Yun-Qing Shi, Jiwu Huang, Guorong Xuan
2009 J jnl
Steganalysis of YASS.
IEEE Trans. Inf. Forensics Secur.
Bin Li, Jiwu Huang, Yun-Qing Shi
2008 C conf
Detecting doubly compressed JPEG images by using Mode Based First Digit Features.
MMSP
Bin Li, Yun Q. Shi, Jiwu Huang
2008 J jnl
Steganalysis of Multiple-Base Notational System Steganography.
IEEE Signal Process. Lett.
Bin Li, Yanmei Fang, Jiwu Huang
2008 — conf
Steganalysis of YASS.
MM&Sec
Bin Li, Yun Q. Shi, Jiwu Huang
2008 — conf
Textural features based universal steganalysis.
Security, Forensics, Steganography, and Watermarking of Multimedia Contents
Bin Li, Jiwu Huang, Yun Q. Shi
2008 B conf
Universal JPEG steganalysis based on microscopic and macroscopic calibration.
ICIP
Fangjun Huang, Bin Li, Jiwu Huang
2007 — conf
Attack LSB Matching Steganography by Counting Alteration Rate of the Number of Neighbourhood Gray Levels.
ICIP (1)
Fangjun Huang, Bin Li, Jiwu Huang
2007 C conf
Effect of Different Coding Patterns on Compressed Frequency Domain Based Universal JPEG Steganalysis.
IWDW
Bin Li, Fangjun Huang, Shunquan Tan, Jiwu Huang, Yun Q. Shi
2007 — conf
Steganalysis of LSB Greedy Embedding Algorithm for JPEG Images using Coefficient Symmetry.
ICIP (1)
Bin Li, Fangjun Huang, Jiwu Huang