| Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? | Jun 13, 2024 | Steganalysis | —Unverified | 0 | 0 |
| StegColNet: Steganalysis based on an ensemble colorspace approach | Feb 6, 2020 | Image SteganographySteganalysis | —Unverified | 0 | 0 |
| Towards Imperceptible JPEG Image Hiding: Multi-range Representations-driven Adversarial Stego Generation | Jul 11, 2025 | DisentanglementSteganalysis | —Unverified | 0 | 0 |
| TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning | Apr 25, 2025 | Image SteganographySteganalysis | —Unverified | 0 | 0 |
| Universal Deep Network for Steganalysis of Color Image based on Channel Representation | Nov 24, 2021 | Steganalysis | —Unverified | 0 | 0 |
| Unsupervised Steganalysis Based on Artificial Training Sets | Mar 2, 2017 | General ClassificationSteganalysis | —Unverified | 0 | 0 |
| UP4LS: User Profile Constructed by Multiple Attributes for Enhancing Linguistic Steganalysis | Nov 3, 2023 | AttributeDeep Learning | —Unverified | 0 | 0 |
| Using contrastive learning to improve the performance of steganalysis schemes | Mar 1, 2021 | Contrastive LearningSteganalysis | —Unverified | 0 | 0 |
| Image Generation Network for Covert Transmission in Online Social Network | Jul 21, 2022 | Image GenerationImage Steganography | —Unverified | 0 | 0 |
| Shackled Dancing: A Bit-Locked Diffusion Algorithm for Lossless and Controllable Image Steganography | May 16, 2025 | Image GenerationImage Steganography | —Unverified | 0 | 0 |
| Adversarial Embedding: A robust and elusive Steganography and Watermarking technique | Nov 14, 2019 | Adversarial Attackimage-classification | —Unverified | 0 | 0 |
| A Novel Approach to Image Steganography Using Generative Adversarial Networks | Nov 27, 2024 | Image SteganographySSIM | —Unverified | 0 | 0 |
| A One-dimensional HEVC video steganalysis method using the Optimality of Predicted Motion Vectors | Aug 12, 2023 | Steganalysis | —Unverified | 0 | 0 |
| Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis | May 27, 2024 | Image ManipulationImage Steganography | —Unverified | 0 | 0 |
| CNN-Assisted Steganography -- Integrating Machine Learning with Established Steganographic Techniques | Apr 25, 2023 | Steganalysis | —Unverified | 0 | 0 |
| Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability | Oct 3, 2023 | Age ClassificationImage Forensics | —Unverified | 0 | 0 |
| Continual Learning for Steganalysis | Sep 3, 2022 | Continual LearningSteganalysis | —Unverified | 0 | 0 |
| Coverless information hiding based on Generative Model | Feb 10, 2018 | Image Steganographymodel | —Unverified | 0 | 0 |
| Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks | Oct 8, 2020 | CPUSteganalysis | —Unverified | 0 | 0 |
| Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions | Aug 8, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Deep learning is a good steganalysis tool when embedding key is reused for different images, even if there is a cover source-mismatch | Nov 16, 2015 | Steganalysis | —Unverified | 0 | 0 |
| Deep Steganalysis: End-to-End Learning with Supervisory Information beyond Class Labels | Jun 27, 2018 | Steganalysis | —Unverified | 0 | 0 |
| Deniable Steganography | May 25, 2022 | Steganalysis | —Unverified | 0 | 0 |
| Detecting Adversarial Examples by Additional Evidence from Noise Domain | Jan 1, 2021 | Steganalysis | —Unverified | 0 | 0 |
| Detection based Defense against Adversarial Examples from the Steganalysis Point of View | Jun 21, 2018 | Steganalysis | —Unverified | 0 | 0 |
| DNA Steganalysis Using Deep Recurrent Neural Networks | Apr 27, 2017 | Steganalysis | —Unverified | 0 | 0 |
| Double-Flow-based Steganography without Embedding for Image-to-Image Hiding | Nov 25, 2023 | Steganalysis | —Unverified | 0 | 0 |
| Exploiting Language Model for Efficient Linguistic Steganalysis | Jul 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| FIIH: Fully Invertible Image Hiding for Secure and Robust | Jul 24, 2024 | Steganalysis | —Unverified | 0 | 0 |
| Forensic Video Steganalysis in Spatial Domain by Noise Residual Convolutional Neural Network | May 29, 2023 | Steganalysis | —Unverified | 0 | 0 |
| Generalized Local Optimality for Video Steganalysis in Motion Vector Domain | Dec 22, 2021 | SteganalysisVideo Prediction | —Unverified | 0 | 0 |
| Generative Steganography Network | Jul 28, 2022 | Image GenerationSteganalysis | —Unverified | 0 | 0 |
| Graph Representation Learning for Spatial Image Steganalysis | Oct 3, 2021 | Graph LearningGraph Representation Learning | —Unverified | 0 | 0 |
| Green Steganalyzer: A Green Learning Approach to Image Steganalysis | Jun 6, 2023 | Self-Supervised LearningSteganalysis | —Unverified | 0 | 0 |
| Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks | Jan 19, 2022 | ColorizationImage Colorization | —Unverified | 0 | 0 |
| How to augment a small learning set for improving the performances of a CNN-based steganalyzer? | Jan 12, 2018 | Steganalysis | —Unverified | 0 | 0 |
| Image forgery detection based on the fusion of machine learning and block-matching methods | Nov 27, 2013 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 | 0 |
| Detection of Classifier Inconsistencies in Image Steganalysis | Sep 23, 2019 | General ClassificationSteganalysis | —Unverified | 0 | 0 |
| ImageNet Pretrained CNNs for JPEG Steganalysis | Nov 24, 2020 | Image SteganographySteganalysis | —Unverified | 0 | 0 |
| Image Processing Operations Identification via Convolutional Neural Network | Sep 9, 2017 | Image ForensicsSteganalysis | —Unverified | 0 | 0 |
| Image Steganography based on Iteratively Adversarial Samples of A Synchronized-directions Sub-image | Jan 13, 2021 | Image SteganographySteganalysis | —Unverified | 0 | 0 |
| Image Steganography based on Style Transfer | Mar 9, 2022 | Image SteganographyImage Stylization | —Unverified | 0 | 0 |
| Integrated Steganography and Steganalysis with Generative Adversarial Networks | May 1, 2019 | Generative Adversarial NetworkSteganalysis | —Unverified | 0 | 0 |
| Evolutionary Algorithms and Efficient Data Analytics for Image Processing | Jul 23, 2019 | BIG-bench Machine LearningEvolutionary Algorithms | —Unverified | 0 | 0 |
| JPEG Steganalysis Based on Steganographic Feature Enhancement and Graph Attention Learning | Feb 5, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 | 0 |
| Multi-Contextual Design of Convolutional Neural Network for Steganalysis | Jun 19, 2021 | DenoisingSteganalysis | —Unverified | 0 | 0 |