Rich Models for Steganalysis of Digital Images
Cited by (1,003)
Items 201–300 of 1,003
- Exploiting similarities between secret and cover images for improved embedding efficiency and security in digital steganographyAlan Anwer Abdulla · 2015 · Buckingham E-Archive of Research (University of Buckingham)
- Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG ImagesQingzhong Liu, Zhongxue Chen · 2014 · ACM Transactions on Intelligent Systems and Technology
- A Reversible Data Hiding Scheme for Interpolated Images Based on Pixel Intensity RangeArun Malik, Geeta Sikka, Harsh Kumar Verma · 2020 · Multimedia Tools and Applications
- GAN-based spatial image steganography with cross feedback mechanismFengyong Li, Zongliang Yu, Chuan Qin · 2021 · Signal Processing
- Deep learning based image steganography: A reviewMohd Arif Wani, Bisma Sultan · 2022 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
- Deep Learning-Based Forgery Attack on Document ImagesLin Zhao, Changsheng Chen, Jiwu Huang · 2021 · IEEE Transactions on Image Processing
- General-purpose image forensics using patch likelihood under image statistical modelsWei Fan, Kai Wang, François Cayre · 2015 · IEEE International Workshop on Information Forensics and Security
- Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake VideosAmerini, Irene, Caldelli, Roberto · 2020 · Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security
- Explaining Deepfake Detection by Analysing Image MatchingShichao Dong, Jin Wang, Jiajun Liang, Haoqiang Fan, Renhe Ji · 2022 · Lecture notes in computer science
- Explicit Optimization of min max Steganographic GameSolène Bernard, Patrick Bas, John Klein, Tomáš Pevný · 2020 · IEEE Transactions on Information Forensics and Security
- Modeling and Extending the Ensemble Classifier for Steganalysis of Digital Images Using Hypothesis Testing TheoryRémi Cogranne, Jessica Fridrich · 2015 · IEEE Transactions on Information Forensics and Security
- Efficient Steganography in JPEG Images by Minimizing Performance of Optimal DetectorRémi Cogranne, Eva Giboulot, Patrick Bas · 2021 · IEEE Transactions on Information Forensics and Security
- Towards Robust Tampered Text Detection in Document Image: New Dataset and New SolutionChenfan Qu, Chongyu Liu, Yuliang Liu, Xinhong Chen, Dezhi Peng, Fengjun Guo, Lianwen Jin · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Steganography Embedding Cost Learning With Generative Multi-Adversarial NetworkDongxia Huang, Weiqi Luo, Minglin Liu, Weixuan Tang, Jiwu Huang · 2023 · IEEE Transactions on Information Forensics and Security
- Benchmarking Joint Face Spoofing and Forgery Detection With Visual and Physiological CuesZitong Yu, Rizhao Cai, Zhi Li, Wenhan Yang, Jingang Shi, Alex Chichung Kot · 2024 · IEEE Transactions on Dependable and Secure Computing
- Steganography With Multiple JPEG Images of the Same SceneTomáš Denemark, Jessica Fridrich · 2017 · IEEE Transactions on Information Forensics and Security
- Gradient-Based Illumination Description for Image Forgery DetectionFalko Matern, Christian Rieß, Marc Stamminger · 2019 · IEEE Transactions on Information Forensics and Security
- Inconsistency-Aware Wavelet Dual-Branch Network for Face Forgery DetectionGengyun Jia, Meisong Zheng, Chuanrui Hu, Xin Ma, Yuting Xu, Luoqi Liu, Yafeng Deng, Ran He · 2021 · IEEE Transactions on Biometrics Behavior and Identity Science
- A New Rule for Cost Reassignment in Adaptive SteganographyWenbo Zhou, Weiming Zhang, Nenghai Yu · 2017 · IEEE Transactions on Information Forensics and Security
- Making DeepFakes More Spurious: Evading Deep Face Forgery Detection via Trace Removal AttackChi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou · 2023 · IEEE Transactions on Dependable and Secure Computing
- TBFormer: Two-Branch Transformer for Image Forgery LocalizationYaqi Liu, Binbin Lv, Xin Jin, Xiaoyu Chen, Xiaokun Zhang · 2023 · IEEE Signal Processing Letters
- Towards improving the performance of blind image steganalyzer using third-order SPAM features and ensemble classifierJ. Hemalatha, M. Sekar, Chandan Kumar, Adnan Abdul Aziz Gutub, Aditya Kumar Sahu · 2023 · Journal of Information Security and Applications
- CFA-aware features for steganalysis of color imagesMiroslav Goljan, Jessica Fridrich · 2015 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- Faster-RCNN Based Robust Coverless Information Hiding System in Cloud EnvironmentZhili Zhou, Yi Cao, Meimin Wang, Enming Fan, Q. M. Jonathan Wu · 2019 · IEEE Access
- The secure steganography for hiding images via GANZhangjie Fu, Fan Wang, Xu Cheng · 2020 · EURASIP Journal on Image and Video Processing
- A New Adversarial Embedding Method for Enhancing Image SteganographyMinglin Liu, Weiqi Luo, Peijia Zheng, Jiwu Huang · 2021 · IEEE Transactions on Information Forensics and Security
- An adaptive image steganography approach depending on integer wavelet transform and genetic algorithmSabyasachi Pramanik · 2023 · Multimedia Tools and Applications
- Discop: Provably Secure Steganography in Practice Based on "Distribution Copies"Jinyang Ding, Kejiang Chen, Yaofei Wang, Na Zhao, Weiming Zhang, Nenghai Yu · 2023 · IEEE Symposium on Security and Privacy (S&P)
- DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat RhythmsQi, Hua, Guo, Qing, Juefei-Xu, Felix, Xie, Xiaofei, Ma, Lei, Feng, Wei, Liu, Yang, Zhao, Jianjun · 2020 · arXiv
- Joint image splicing detection in DCT and Contourlet transform domainQingbo Zhang, Wei Lu, Jian Weng · 2016 · Journal of Visual Communication and Image Representation
- A video is worth more than 1000 lies. Comparing 3DCNN approaches for detecting deepfakesYaohui Wang, Antitza Dantcheva · 2020 · International Conference on Automatic Face and Gesture Recognition
- A Generative Steganography Method Based on WGAN-GPJun Li, Ke Niu, Liwei Liao, Lijie Wang, Jia Liu, Lei Yu, Minqing Zhang · 2020 · Communications in computer and information science
- Exposing Fake Faces Through Deep Neural Networks Combining Content and Trace Feature ExtractorsEunji Kim, Sungzoon Cho · 2021 · IEEE Access
- Improving grayscale steganography to protect personal information disclosure within hotel servicesAditya Kumar Sahu, Adnan Abdul Aziz Gutub · 2022 · Multimedia Tools and Applications
- Imperceptible digital watermarking scheme in multiple transform domainsNan Run Zhou, Wei Hou, Ru Hong Wen, Wei Ping Zou · 2018 · Multimedia Tools and Applications
- Multi-semantic CRF-based attention model for image forgery detection and localizationYuan Rao, Jiangqun Ni, Hao Xie · 2021 · Signal Processing
- Joint Cover-Selection and Payload-Allocation by Steganographic Distortion OptimizationZichi Wang, Xinpeng Zhang, Zhaoxia Yin · 2018 · IEEE Signal Processing Letters
- A Bibliometric Analysis of Digital Image ForensicsAngelina Gokhale, Preeti Mulay, Dhanya Pramod, Ravi Kulkarni · 2020 · Science & Technology Libraries
- Toward Effective Image Manipulation Detection With Proposal Contrastive LearningYuyuan Zeng, Bowen Zhao, Shanzhao Qiu, Tao Dai, Shu‐Tao Xia · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
- An Asymptotically Uniformly Most Powerful Test for LSB Matching DetectionRémi Cogranne, Florent Retraint · 2013 · IEEE Transactions on Information Forensics and Security
- A high payload steganography mechanism based on wavelet packet transformation and neutrosophic setRanda Atta, M. Ghanbari · 2018 · Journal of Visual Communication and Image Representation
- Distortion Design for Secure Adaptive 3-D Mesh SteganographyHang Zhou, Kejiang Chen, Weiming Zhang, Yuanzhi Yao, Nenghai Yu · 2018 · IEEE Transactions on Multimedia
- Deepfake Video Detection Based on MesoNet with Preprocessing ModuleXia, Zhiming, Qiao, Tong, Xu, Ming, Wu, Xiaoshuai, Han, Li, Chen, Yunzhi · 2022 · Symmetry
- Preliminary Forensics Analysis of DeepFake ImagesLuca Guarnera, Oliver Giudice, Cristina Nastasi, Sebastiano Battiato · 2020 · AEIT International Annual Conference
- CALPA-NET: Channel-Pruning-Assisted Deep Residual Network for Steganalysis of Digital ImagesShunquan Tan, Weilong Wu, Zilong Shao, Qiushi Li, Bin Li, Jiwu Huang · 2020 · IEEE Transactions on Information Forensics and Security
- Exploring Disentangled Content Information for Face Forgery DetectionLiang, Jiahao, Shi, Huafeng, Deng, Weihong · 2022 · Lecture Notes in Computer Science
- iSCMIS:Spatial-Channel Attention Based Deep Invertible Network for Multi-Image SteganographyFengyong Li, Sheng Yang, Xinpeng Zhang, Chuan Qin · 2023 · IEEE Transactions on Multimedia
- Comprehensive survey on image steganalysis using deep learningNtivuguruzwa Jean De La Croix, Tohari Ahmad, Fengling Han · 2024 · Array
- Selection of image features for steganalysis based on the Fisher criterionJicang Lu, Fenlin Liu, Xiangyang Luo · 2014 · Digital Investigation
- A Survey on Deep Convolutional Neural Networks for Image Steganography and SteganalysisIsrar Hussain, Jishen Zeng, Xinhong, Shunquan Tan · 2020 · KSII Transactions on Internet and Information Systems
- SmartSteganogaphy: Light-weight generative audio steganography model for smart embedding applicationShunzhi Jiang, Dengpan Ye, Jiaqing Huang, Yueyun Shang, Zhuoyuan Zheng · 2020 · Journal of Network and Computer Applications
- Locate and Verify: A Two-Stream Network for Improved Deepfake DetectionShuai, Chao, Zhong, Jieming, Wu, Shuang, Lin, Feng, Wang, Zhibo, Ba, Zhongjie, Liu, Zhenguang, Cavallaro, Lorenzo, Ren, Kui · 2023 · Proceedings of the 31st ACM International Conference on Multimedia
- Transformer-Auxiliary Neural Networks for Image Manipulation Localization by Operator InductionsZenan Shi, Haipeng Chen, Dong Zhang · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
- Further study on the security of S-UNIWARDTomáš Denemark, Jessica Fridrich, Vojtěch Holub · 2014 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- Defining Cost Functions for Adaptive JPEG Steganography at the MicroscaleKejiang Chen, Hang Zhou, Wenbo Zhou, Weiming Zhang, Nenghai Yu · 2018 · IEEE Transactions on Information Forensics and Security
- Digital Image Steganalysis: Current Methodologies and Future ChallengesWafa M. Eid, Sarah Alotaibi, Hasna M. Alqahtani, Sahar Q. Saleh · 2022 · IEEE Access
- Steganalysis Over Large-Scale Social Networks With High-Order Joint Features and Clustering EnsemblesFengyong Li, Kui Wu, Jingsheng Lei, Mi Wen, Zhongqin Bi, Chunhua Gu · 2015 · IEEE Transactions on Information Forensics and Security
- Improving EfficientNet for JPEG SteganalysisYassine Yousfi, Jan Butora, Jessica Fridrich, Clement Fuji Tsang · 2021 · ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec)
- Learning Spatio-temporal features to detect manipulated facial videos created by the Deepfake techniquesNguyen, Xuan Hau, Tran, Thai Son, Le, Van Thinh, Nguyen, Kim Duy, Truong, Dinh-Tu · 2021 · Forensic Science International: Digital Investigation
- An ensemble of CNNs with self-attention mechanism for DeepFake video detectionKarima Omar, Rasha Hassan Sakr, Mohammed F. Alrahmawy · 2023 · Neural Computing and Applications
- Image Splicing Detection via Camera Response Function AnalysisCan Chen, Scott McCloskey, Jingyi Yu A · 2017 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- A Dense U-Net with Cross-Layer Intersection for Detection and Localization of Image ForgeryRongyu Zhang, Jiangqun Ni · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
- On Improving Distortion Functions for JPEG SteganographyZichi Wang, Zhenxing Qian, Xinpeng Zhang, Min Yang, Dengpan Ye · 2018 · IEEE Access
- Universal Deep Network for Steganalysis of Color Image Based on Channel RepresentationKangkang Wei, Weiqi Luo, Shunquan Tan, Jiwu Huang · 2022 · IEEE Transactions on Information Forensics and Security
- Robust Coverless Image Steganography Based on Neglected Coverless Image Dataset ConstructionLiming Zou, Jing Li, Wenbo Wan, Q. M. Jonathan Wu, Jiande Sun · 2022 · IEEE Transactions on Multimedia
- Image manipulation localization via dynamic cross-modality fusion and progressive integrationXiao Hui Jin, Yu Wen, Wei Shi · 2024 · Neurocomputing
- Quantitative steganalysis using rich modelsJan Kodovský, Jessica Fridrich · 2013 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- Adaptive steganography by oracle (ASO)Sarra Kouider, Marc Chaumont, William Puech · 2013 · IEEE International Conference on Multimedia and Expo (ICME)
- Camera Invariant Feature Learning for Generalized Face Anti-SpoofingBaoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong · 2021 · IEEE Transactions on Information Forensics and Security
- Deepfake Forensics via an Adversarial GameWang Zhi, Yiwen Guo, Wangmeng Zuo · 2022 · IEEE Transactions on Image Processing
- Dynamic texture analysis for detecting fake faces in video sequencesMattia Bonomi, Cecilia Pasquini, Giulia Boato · 2021 · Journal of Visual Communication and Image Representation
- Image Manipulation Localization Using Attentional Cross-Domain CNN FeaturesShuaibo Li, Shibiao Xu, Wei Ma, Qiu Zong · 2021 · IEEE Transactions on Neural Networks and Learning Systems
- An Information Theoretic Approach for Attention-Driven Face Forgery DetectionKe Sun, Hong Liu, Taiping Yao, Xiaoshuai Sun, Shen Chen, Shouhong Ding, Rongrong Ji · 2022 · Lecture notes in computer science
- Image Manipulation Detection and Localization Based on the Dual-Domain Convolutional Neural NetworksZenan Shi, Xuanjing Shen, Hui Kang, Yingda Lv · 2018 · IEEE Access
- Learning Forgery Region-Aware and ID-Independent Features for Face Manipulation DetectionChangtao Miao, Qi Chu, Weihai Li, Suichan Li, Zhentao Tan, Wanyi Zhuang, Nenghai Yu · 2021 · IEEE Transactions on Biometrics Behavior and Identity Science
- Image Manipulation Localization Using Multi-Scale Feature Fusion and Adaptive Edge SupervisionFengyong Li, Zhenjia Pei, Xinpeng Zhang, Chuan Qin · 2022 · IEEE Transactions on Multimedia
- Exposing Deepfake Face Forgeries With Guided ResidualsZhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun · 2023 · IEEE Transactions on Multimedia
- Blockchain-Based Secure and Efficient Secret Image Sharing With Outsourcing Computation in Wireless NetworksZhili Zhou, Yao Wan, Qi Cui, Keping Yu, Shahid Mumtaz, Ching‐Nung Yang, Mohsen Guizani · 2023 · IEEE Transactions on Wireless Communications
- The infinite race between steganography and steganalysis in imagesTrivikram Muralidharan, Aviad Cohen, Assaf Cohen, Nir Nissim · 2022 · Signal Processing
- Contrastive learning-based general Deepfake detection with multi-scale RGB frequency cluesFengkai Dong, Xiaoqiang Zou, Jiahui Wang, Xiyao Liu · 2023 · Journal of King Saud University - Computer and Information Sciences
- Multi-attention-based approach for deepfake face and expression swap detection and localizationSaima Waseem, S. A. R. Abu–Bakar, Zaid Omar, Bilal Ashfaq Ahmed, Saba Baloch, Adel Hafeezallah · 2023 · EURASIP Journal on Image and Video Processing
- A study of co-occurrence based local features for camera model identificationFrancesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva · 2016 · Multimedia Tools and Applications
- Generative Steganography by SamplingZhuo Zhang, Jia Liu, Yan Ke, Lei Yu, Jun Li, Minqing Zhang, Xiaoyuan Yang · 2019 · IEEE Access
- Dynamic Inconsistency-aware DeepFake Video DetectionZiheng Hu, Hongtao Xie, Yuxin Wang, Jiahong Li, Zhongyuan Wang, Yongdong Zhang · 2021 · International Joint Conference on Artificial Intelligence
- A Comprehensive Study of Digital Image Steganographic TechniquesShahid Rahman, Jamal Uddin, Muhammad Zakarya, Hameed Hussain, Ayaz Ali Khan, Aftab Ahmed, Muhammad Haleem · 2023 · IEEE Access
- Detecting median filtering via two-dimensional AR models of multiple filtered residualsJianquan Yang, Honglei Ren, Guopu Zhu, Jiwu Huang, Yun-Qing Shi · 2017 · Multimedia Tools and Applications
- Adaptive Steganalysis Based on Statistical Model of Quantized DCT Coefficients for JPEG ImagesTong Qiao, Xiangyang Luo, Ting Wu, Ming Xu, Zhenxing Qian · 2019 · IEEE Transactions on Dependable and Secure Computing
- Towards DeepFake video forensics based on facial textural disparities in multi-color channelsXia, Zhiming, Qiao, Tong, Xu, Ming, Zheng, Ning, Xie, Shichuang · 2022 · Information Sciences
- Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniquesArivazhagan Selvaraj, Amrutha Ezhilarasan, Sylvia Lilly Jebarani Wellington, Ananthi Roy Sam · 2020 · IET Image Processing
- Self-attention enhanced deep residual network for spatial image steganalysisGuoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Rui Li, Rongjun Chen · 2023 · Digital Signal Processing
- Practical strategies for content-adaptive batch steganography and pooled steganalysisRémi Cogranne, Vahid Sedighi, Jessica Fridrich · 2017 · IEEE International Conference on Acoustics Speech and Signal Processing
- Distinguishing Computer-Generated Graphics from Natural Images Based on Sensor Pattern Noise and Deep LearningYe Yao, Weitong Hu, Wei Zhang, Ting Wu, Yun-Qing Shi · 2018 · Sensors
- MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detectionGaojian Wang, Qian Jiang, Xin Jin, Wei Li, Xiaohui Cui · 2022 · Knowledge-Based Systems
- Toward Deep-Learning-Based Methods in Image Forgery Detection: A SurveyNam Thanh Pham, Chun‐Su Park · 2023 · IEEE Access
- Deepfake Detection Using Spatiotemporal TransformerBachir Kaddar, Sid Ahmed Fezza, Zahid Akhtar, Wassim Hamidouche, Abdenour Hadid, Joan S. Serra-Sagrista · 2024 · ACM Transactions on Multimedia Computing Communications and Applications
- Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery DetectionDavide Cozzolino, Giovanni Poggi, Luisa Verdoliva · 2017 · arXiv (Cornell University)
- Visual attention-based deepfake video forgery detectionShreyan Ganguly, Sk Mohiuddin, Samir Malakar, Erik Cuevas, Ram Sarkar · 2022 · Pattern Analysis and Applications
- Hybrid Transformer Network for Deepfake DetectionSohail Ahmed Khan, Duc‐Tien Dang‐Nguyen · 2022 · International Workshop on Content-Based Multimedia Indexing (CBMI)
- Image Steganography Approaches and Their Detection Strategies: A SurveyMeike Kombrink, Zeno Geradts, Marcel Worring · 2024 · ACM Computing Surveys
- Provably Secure Generative Steganography Based on Autoregressive ModelKuan Yang, Kejiang Chen, Weiming Zhang, Nenghai Yu · 2019 · Lecture notes in computer science