Rich Models for Steganalysis of Digital Images

Fridrich, Jessica, Kodovsky, Jan·2012·IEEE Transactions on Information Forensics and Security

Cited by (1,003)

Items 201–300 of 1,003

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    Alan Anwer Abdulla · 2015 · Buckingham E-Archive of Research (University of Buckingham)
  2. Improved Approaches with Calibrated Neighboring Joint Density to Steganalysis and Seam-Carved Forgery Detection in JPEG Images
    Qingzhong Liu, Zhongxue Chen · 2014 · ACM Transactions on Intelligent Systems and Technology
  3. A Reversible Data Hiding Scheme for Interpolated Images Based on Pixel Intensity Range
    Arun Malik, Geeta Sikka, Harsh Kumar Verma · 2020 · Multimedia Tools and Applications
  4. GAN-based spatial image steganography with cross feedback mechanism
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  5. Deep learning based image steganography: A review
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  6. Deep Learning-Based Forgery Attack on Document Images
    Lin Zhao, Changsheng Chen, Jiwu Huang · 2021 · IEEE Transactions on Image Processing
  7. General-purpose image forensics using patch likelihood under image statistical models
    Wei Fan, Kai Wang, François Cayre · 2015 · IEEE International Workshop on Information Forensics and Security
  8. Exploiting Prediction Error Inconsistencies through LSTM-based Classifiers to Detect Deepfake Videos
    Amerini, Irene, Caldelli, Roberto · 2020 · Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security
  9. Explaining Deepfake Detection by Analysing Image Matching
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  10. Explicit Optimization of min max Steganographic Game
    Solène Bernard, Patrick Bas, John Klein, Tomáš Pevný · 2020 · IEEE Transactions on Information Forensics and Security
  11. Modeling and Extending the Ensemble Classifier for Steganalysis of Digital Images Using Hypothesis Testing Theory
    Rémi Cogranne, Jessica Fridrich · 2015 · IEEE Transactions on Information Forensics and Security
  12. Efficient Steganography in JPEG Images by Minimizing Performance of Optimal Detector
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  13. Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
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  14. Steganography Embedding Cost Learning With Generative Multi-Adversarial Network
    Dongxia Huang, Weiqi Luo, Minglin Liu, Weixuan Tang, Jiwu Huang · 2023 · IEEE Transactions on Information Forensics and Security
  15. Benchmarking Joint Face Spoofing and Forgery Detection With Visual and Physiological Cues
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  16. Steganography With Multiple JPEG Images of the Same Scene
    Tomáš Denemark, Jessica Fridrich · 2017 · IEEE Transactions on Information Forensics and Security
  17. Gradient-Based Illumination Description for Image Forgery Detection
    Falko Matern, Christian Rieß, Marc Stamminger · 2019 · IEEE Transactions on Information Forensics and Security
  18. Inconsistency-Aware Wavelet Dual-Branch Network for Face Forgery Detection
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  19. A New Rule for Cost Reassignment in Adaptive Steganography
    Wenbo Zhou, Weiming Zhang, Nenghai Yu · 2017 · IEEE Transactions on Information Forensics and Security
  20. Making DeepFakes More Spurious: Evading Deep Face Forgery Detection via Trace Removal Attack
    Chi Liu, Huajie Chen, Tianqing Zhu, Jun Zhang, Wanlei Zhou · 2023 · IEEE Transactions on Dependable and Secure Computing
  21. TBFormer: Two-Branch Transformer for Image Forgery Localization
    Yaqi Liu, Binbin Lv, Xin Jin, Xiaoyu Chen, Xiaokun Zhang · 2023 · IEEE Signal Processing Letters
  22. Towards improving the performance of blind image steganalyzer using third-order SPAM features and ensemble classifier
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  23. CFA-aware features for steganalysis of color images
    Miroslav Goljan, Jessica Fridrich · 2015 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
  24. Faster-RCNN Based Robust Coverless Information Hiding System in Cloud Environment
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  25. The secure steganography for hiding images via GAN
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  26. A New Adversarial Embedding Method for Enhancing Image Steganography
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  27. An adaptive image steganography approach depending on integer wavelet transform and genetic algorithm
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  28. Discop: Provably Secure Steganography in Practice Based on "Distribution Copies"
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  29. DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms
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  30. Joint image splicing detection in DCT and Contourlet transform domain
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  31. A video is worth more than 1000 lies. Comparing 3DCNN approaches for detecting deepfakes
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  32. A Generative Steganography Method Based on WGAN-GP
    Jun Li, Ke Niu, Liwei Liao, Lijie Wang, Jia Liu, Lei Yu, Minqing Zhang · 2020 · Communications in computer and information science
  33. Exposing Fake Faces Through Deep Neural Networks Combining Content and Trace Feature Extractors
    Eunji Kim, Sungzoon Cho · 2021 · IEEE Access
  34. Improving grayscale steganography to protect personal information disclosure within hotel services
    Aditya Kumar Sahu, Adnan Abdul Aziz Gutub · 2022 · Multimedia Tools and Applications
  35. Imperceptible digital watermarking scheme in multiple transform domains
    Nan Run Zhou, Wei Hou, Ru Hong Wen, Wei Ping Zou · 2018 · Multimedia Tools and Applications
  36. Multi-semantic CRF-based attention model for image forgery detection and localization
    Yuan Rao, Jiangqun Ni, Hao Xie · 2021 · Signal Processing
  37. Joint Cover-Selection and Payload-Allocation by Steganographic Distortion Optimization
    Zichi Wang, Xinpeng Zhang, Zhaoxia Yin · 2018 · IEEE Signal Processing Letters
  38. A Bibliometric Analysis of Digital Image Forensics
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  39. Toward Effective Image Manipulation Detection With Proposal Contrastive Learning
    Yuyuan Zeng, Bowen Zhao, Shanzhao Qiu, Tao Dai, Shu‐Tao Xia · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
  40. An Asymptotically Uniformly Most Powerful Test for LSB Matching Detection
    Rémi Cogranne, Florent Retraint · 2013 · IEEE Transactions on Information Forensics and Security
  41. A high payload steganography mechanism based on wavelet packet transformation and neutrosophic set
    Randa Atta, M. Ghanbari · 2018 · Journal of Visual Communication and Image Representation
  42. Distortion Design for Secure Adaptive 3-D Mesh Steganography
    Hang Zhou, Kejiang Chen, Weiming Zhang, Yuanzhi Yao, Nenghai Yu · 2018 · IEEE Transactions on Multimedia
  43. Deepfake Video Detection Based on MesoNet with Preprocessing Module
    Xia, Zhiming, Qiao, Tong, Xu, Ming, Wu, Xiaoshuai, Han, Li, Chen, Yunzhi · 2022 · Symmetry
  44. Preliminary Forensics Analysis of DeepFake Images
    Luca Guarnera, Oliver Giudice, Cristina Nastasi, Sebastiano Battiato · 2020 · AEIT International Annual Conference
  45. CALPA-NET: Channel-Pruning-Assisted Deep Residual Network for Steganalysis of Digital Images
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  46. Exploring Disentangled Content Information for Face Forgery Detection
    Liang, Jiahao, Shi, Huafeng, Deng, Weihong · 2022 · Lecture Notes in Computer Science
  47. iSCMIS:Spatial-Channel Attention Based Deep Invertible Network for Multi-Image Steganography
    Fengyong Li, Sheng Yang, Xinpeng Zhang, Chuan Qin · 2023 · IEEE Transactions on Multimedia
  48. Comprehensive survey on image steganalysis using deep learning
    Ntivuguruzwa Jean De La Croix, Tohari Ahmad, Fengling Han · 2024 · Array
  49. Selection of image features for steganalysis based on the Fisher criterion
    Jicang Lu, Fenlin Liu, Xiangyang Luo · 2014 · Digital Investigation
  50. A Survey on Deep Convolutional Neural Networks for Image Steganography and Steganalysis
    Israr Hussain, Jishen Zeng, Xinhong, Shunquan Tan · 2020 · KSII Transactions on Internet and Information Systems
  51. SmartSteganogaphy: Light-weight generative audio steganography model for smart embedding application
    Shunzhi Jiang, Dengpan Ye, Jiaqing Huang, Yueyun Shang, Zhuoyuan Zheng · 2020 · Journal of Network and Computer Applications
  52. Locate and Verify: A Two-Stream Network for Improved Deepfake Detection
    Shuai, 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
  53. Transformer-Auxiliary Neural Networks for Image Manipulation Localization by Operator Inductions
    Zenan Shi, Haipeng Chen, Dong Zhang · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
  54. Further study on the security of S-UNIWARD
    Tomáš Denemark, Jessica Fridrich, Vojtěch Holub · 2014 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
  55. Defining Cost Functions for Adaptive JPEG Steganography at the Microscale
    Kejiang Chen, Hang Zhou, Wenbo Zhou, Weiming Zhang, Nenghai Yu · 2018 · IEEE Transactions on Information Forensics and Security
  56. Digital Image Steganalysis: Current Methodologies and Future Challenges
    Wafa M. Eid, Sarah Alotaibi, Hasna M. Alqahtani, Sahar Q. Saleh · 2022 · IEEE Access
  57. Steganalysis Over Large-Scale Social Networks With High-Order Joint Features and Clustering Ensembles
    Fengyong Li, Kui Wu, Jingsheng Lei, Mi Wen, Zhongqin Bi, Chunhua Gu · 2015 · IEEE Transactions on Information Forensics and Security
  58. Improving EfficientNet for JPEG Steganalysis
    Yassine Yousfi, Jan Butora, Jessica Fridrich, Clement Fuji Tsang · 2021 · ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec)
  59. Learning Spatio-temporal features to detect manipulated facial videos created by the Deepfake techniques
    Nguyen, Xuan Hau, Tran, Thai Son, Le, Van Thinh, Nguyen, Kim Duy, Truong, Dinh-Tu · 2021 · Forensic Science International: Digital Investigation
  60. An ensemble of CNNs with self-attention mechanism for DeepFake video detection
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  61. Image Splicing Detection via Camera Response Function Analysis
    Can 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
  62. A Dense U-Net with Cross-Layer Intersection for Detection and Localization of Image Forgery
    Rongyu Zhang, Jiangqun Ni · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
  63. On Improving Distortion Functions for JPEG Steganography
    Zichi Wang, Zhenxing Qian, Xinpeng Zhang, Min Yang, Dengpan Ye · 2018 · IEEE Access
  64. Universal Deep Network for Steganalysis of Color Image Based on Channel Representation
    Kangkang Wei, Weiqi Luo, Shunquan Tan, Jiwu Huang · 2022 · IEEE Transactions on Information Forensics and Security
  65. Robust Coverless Image Steganography Based on Neglected Coverless Image Dataset Construction
    Liming Zou, Jing Li, Wenbo Wan, Q. M. Jonathan Wu, Jiande Sun · 2022 · IEEE Transactions on Multimedia
  66. Image manipulation localization via dynamic cross-modality fusion and progressive integration
    Xiao Hui Jin, Yu Wen, Wei Shi · 2024 · Neurocomputing
  67. Quantitative steganalysis using rich models
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  68. Adaptive steganography by oracle (ASO)
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  69. Camera Invariant Feature Learning for Generalized Face Anti-Spoofing
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  70. Deepfake Forensics via an Adversarial Game
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  71. Dynamic texture analysis for detecting fake faces in video sequences
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  72. Image Manipulation Localization Using Attentional Cross-Domain CNN Features
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  73. An Information Theoretic Approach for Attention-Driven Face Forgery Detection
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  74. Image Manipulation Detection and Localization Based on the Dual-Domain Convolutional Neural Networks
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  75. Learning Forgery Region-Aware and ID-Independent Features for Face Manipulation Detection
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  76. Image Manipulation Localization Using Multi-Scale Feature Fusion and Adaptive Edge Supervision
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  77. Exposing Deepfake Face Forgeries With Guided Residuals
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  78. Blockchain-Based Secure and Efficient Secret Image Sharing With Outsourcing Computation in Wireless Networks
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  79. The infinite race between steganography and steganalysis in images
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  80. Contrastive learning-based general Deepfake detection with multi-scale RGB frequency clues
    Fengkai Dong, Xiaoqiang Zou, Jiahui Wang, Xiyao Liu · 2023 · Journal of King Saud University - Computer and Information Sciences
  81. Multi-attention-based approach for deepfake face and expression swap detection and localization
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  82. A study of co-occurrence based local features for camera model identification
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  83. Generative Steganography by Sampling
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  84. Dynamic Inconsistency-aware DeepFake Video Detection
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  85. A Comprehensive Study of Digital Image Steganographic Techniques
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  86. Detecting median filtering via two-dimensional AR models of multiple filtered residuals
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  87. Adaptive Steganalysis Based on Statistical Model of Quantized DCT Coefficients for JPEG Images
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  88. Towards DeepFake video forensics based on facial textural disparities in multi-color channels
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  89. Digital image steganalysis: A survey on paradigm shift from machine learning to deep learning based techniques
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  90. Self-attention enhanced deep residual network for spatial image steganalysis
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  91. Practical strategies for content-adaptive batch steganography and pooled steganalysis
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  92. Distinguishing Computer-Generated Graphics from Natural Images Based on Sensor Pattern Noise and Deep Learning
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  93. MC-LCR: Multimodal contrastive classification by locally correlated representations for effective face forgery detection
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  94. Toward Deep-Learning-Based Methods in Image Forgery Detection: A Survey
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  95. Deepfake Detection Using Spatiotemporal Transformer
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  96. Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection
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  97. Visual attention-based deepfake video forgery detection
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  98. Hybrid Transformer Network for Deepfake Detection
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  99. Image Steganography Approaches and Their Detection Strategies: A Survey
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