| Towards Imperceptible JPEG Image Hiding: Multi-range Representations-driven Adversarial Stego Generation | Jul 11, 2025 | DisentanglementSteganalysis | —Unverified | 0 |
| GSDFuse: Capturing Cognitive Inconsistencies from Multi-Dimensional Weak Signals in Social Media Steganalysis | May 20, 2025 | Data AugmentationFeature Engineering | CodeCode Available | 0 |
| Shackled Dancing: A Bit-Locked Diffusion Algorithm for Lossless and Controllable Image Steganography | May 16, 2025 | Image GenerationImage Steganography | —Unverified | 0 |
| TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning | Apr 25, 2025 | Image SteganographySteganalysis | —Unverified | 0 |
| CLPSTNet: A Progressive Multi-Scale Convolutional Steganography Model Integrating Curriculum Learning | Apr 23, 2025 | Image SteganographySSIM | CodeCode Available | 0 |
| SCReedSolo: A Secure and Robust LSB Image Steganography Framework with Randomized Symmetric Encryption and Reed-Solomon Coding | Mar 16, 2025 | Image SteganographySteganalysis | CodeCode Available | 0 |
| A Novel Approach to Image Steganography Using Generative Adversarial Networks | Nov 27, 2024 | Image SteganographySSIM | —Unverified | 0 |
| Efficient Streaming Voice Steganalysis in Challenging Detection Scenarios | Nov 20, 2024 | Steganalysis | CodeCode Available | 0 |
| Natias: Neuron Attribution based Transferable Image Adversarial Steganography | Sep 8, 2024 | AttributeImage Steganography | CodeCode Available | 0 |
| State-of-the-art Advances of Deep-learning Linguistic Steganalysis Research | Sep 3, 2024 | Linguistic steganographySteganalysis | —Unverified | 0 |
| FIIH: Fully Invertible Image Hiding for Secure and Robust | Jul 24, 2024 | Steganalysis | —Unverified | 0 |
| Cover-separable Fixed Neural Network Steganography via Deep Generative Models | Jul 16, 2024 | Image SteganographySteganalysis | CodeCode Available | 1 |
| DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models | Jul 15, 2024 | DiversityImage Steganography | CodeCode Available | 1 |
| Landscape More Secure Than Portrait? Zooming Into the Directionality of Digital Images With Security Implications | Jun 21, 2024 | Steganalysis | CodeCode Available | 0 |
| Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? | Jun 13, 2024 | Steganalysis | —Unverified | 0 |
| Linguistic Steganalysis via LLMs: Two Modes for Efficient Detection of Strongly Concealed Stego | Jun 6, 2024 | Steganalysis | —Unverified | 0 |
| Pseudo-label Based Domain Adaptation for Zero-Shot Text Steganalysis | Jun 1, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Blind Data Adaptation to tackle Covariate Shift in Operational Steganalysis | May 27, 2024 | Image ManipulationImage Steganography | —Unverified | 0 |
| Effective Message Hiding with Order-Preserving Mechanisms | Feb 29, 2024 | Image SteganographySteganalysis | CodeCode Available | 0 |
| Dynamically Allocated Interval-Based Generative Linguistic Steganography with Roulette Wheel | Jan 28, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Double-Flow-based Steganography without Embedding for Image-to-Image Hiding | Nov 25, 2023 | Steganalysis | —Unverified | 0 |
| UP4LS: User Profile Constructed by Multiple Attributes for Enhancing Linguistic Steganalysis | Nov 3, 2023 | AttributeDeep Learning | —Unverified | 0 |
| Leveraging Data Geometry to Mitigate CSM in Steganalysis | Oct 6, 2023 | Steganalysis | CodeCode Available | 0 |
| Content Bias in Deep Learning Image Age Approximation: A new Approach Towards better Explainability | Oct 3, 2023 | Age ClassificationImage Forensics | —Unverified | 0 |
| SUDS: Sanitizing Universal and Dependent Steganography | Sep 23, 2023 | Steganalysis | CodeCode Available | 0 |
| A One-dimensional HEVC video steganalysis method using the Optimality of Predicted Motion Vectors | Aug 12, 2023 | Steganalysis | —Unverified | 0 |
| A Secure and Disambiguating Approach for Generative Linguistic Steganography | Aug 11, 2023 | Linguistic steganographySegmentation | CodeCode Available | 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 |
| Payload-Independent Direct Cost Learning for Image Steganography | Jul 11, 2023 | Image SteganographyReinforcement Learning (RL) | CodeCode Available | 1 |
| Green Steganalyzer: A Green Learning Approach to Image Steganalysis | Jun 6, 2023 | Self-Supervised LearningSteganalysis | —Unverified | 0 |
| Off-By-One Implementation Error in J-UNIWARD | May 31, 2023 | Steganalysis | —Unverified | 0 |
| Forensic Video Steganalysis in Spatial Domain by Noise Residual Convolutional Neural Network | May 29, 2023 | Steganalysis | —Unverified | 0 |
| CNN-Assisted Steganography -- Integrating Machine Learning with Established Steganographic Techniques | Apr 25, 2023 | Steganalysis | —Unverified | 0 |
| A study on the invariance in security whatever the dimension of images for the steganalysis by deep-learning | Feb 22, 2023 | Steganalysis | CodeCode Available | 0 |
| JPEG Steganalysis Based on Steganographic Feature Enhancement and Graph Attention Learning | Feb 5, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Using Set Covering to Generate Databases for Holistic Steganalysis | Nov 7, 2022 | DiversityDomain Generalization | CodeCode Available | 0 |
| Continual Learning for Steganalysis | Sep 3, 2022 | Continual LearningSteganalysis | —Unverified | 0 |
| Generative Steganography Network | Jul 28, 2022 | Image GenerationSteganalysis | —Unverified | 0 |
| Image Generation Network for Covert Transmission in Online Social Network | Jul 21, 2022 | Image GenerationImage Steganography | —Unverified | 0 |
| STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor Decomposition | Jun 12, 2022 | Model CompressionSteganalysis | CodeCode Available | 0 |
| Deniable Steganography | May 25, 2022 | Steganalysis | —Unverified | 0 |
| 3D-VFD: A Victim-free Detector against 3D Adversarial Point Clouds | May 18, 2022 | Adversarial AttackSteganalysis | —Unverified | 0 |
| Steganalysis of Image with Adaptively Parametric Activation | Mar 24, 2022 | Contrastive LearningDiversity | —Unverified | 0 |
| Image Steganography based on Style Transfer | Mar 9, 2022 | Image SteganographyImage Stylization | —Unverified | 0 |
| Semantic-Preserving Linguistic Steganography by Pivot Translation and Semantic-Aware Bins Coding | Mar 8, 2022 | Language ModellingLinguistic steganography | —Unverified | 0 |
| Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks | Jan 19, 2022 | ColorizationImage Colorization | —Unverified | 0 |
| Image Disentanglement Autoencoder for Steganography Without Embedding | Jan 1, 2022 | DisentanglementDiversity | CodeCode Available | 1 |
| Generalized Local Optimality for Video Steganalysis in Motion Vector Domain | Dec 22, 2021 | SteganalysisVideo Prediction | —Unverified | 0 |
| Universal Deep Network for Steganalysis of Color Image based on Channel Representation | Nov 24, 2021 | Steganalysis | —Unverified | 0 |
| Graph Representation Learning for Spatial Image Steganalysis | Oct 3, 2021 | Graph LearningGraph Representation Learning | —Unverified | 0 |